Karl J. Friston

Q: What Schools Are Affiliated With Karl J. Friston

Karl J. Friston is affiliated with the following schools: University of Oxford, University College London, Charing Cross and Westminster Medical School, University of Cambridge

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Karl J. Friston

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According to Wikipedia, Karl John Friston FRS FMedSci FRSB is a British neuroscientist and theoretician at University College London. He is an authority on brain imaging and theoretical neuroscience, especially the use of physics-inspired statistical methods to model neuroimaging data and other random dynamical systems. Friston is a key architect of the free energy principle and active inference. In imaging neuroscience he is best known for statistical parametric mapping and dynamic causal modelling. In October 2022, he joined VERSES Inc, a California-based cognitive computing company focusing on artificial intelligence designed using the principles of active inference, as Chief Scientist.

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Karl J. Friston's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Statistical parametric maps in functional imaging: A general linear approach (1994) (9621)
Voxel-Based Morphometry—The Methods (2000) (8046)
Unified segmentation (2005) (5759)
The free-energy principle: a unified brain theory? (2010) (4751)
A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains (2001) (4541)
Dynamic causal modelling (2003) (4002)
Spatial registration and normalization of images (1995) (3744)
A theory of cortical responses (2005) (3426)
Movement‐Related effects in fMRI time‐series (1996) (2946)
Psychophysiological and Modulatory Interactions in Neuroimaging (1997) (2921)
A unified statistical approach for determining significant signals in images of cerebral activation (1996) (2732)
Analysis of fMRI Time-Series Revisited (1995) (2679)
Functional and Effective Connectivity: A Review (2011) (2673)
Functional and effective connectivity in neuroimaging: A synthesis (1994) (2247)
Analysis of fMRI Time-Series Revisited—Again (1995) (2184)
Event-Related fMRI: Characterizing Differential Responses (1998) (2024)
Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning (2004) (2019)
Nonlinear spatial normalization using basis functions (1999) (1985)
Assessing the significance of focal activations using their spatial extent (1994) (1949)
Functional Connectivity: The Principal-Component Analysis of Large (PET) Data Sets (1993) (1907)
Statistical Parametric Mapping: The Analysis of Functional Brain Images (2007) (1838)
Analysis of functional MRI time‐series (1994) (1785)
A direct demonstration of functional specialization in human visual cortex (1991) (1744)
Canonical Microcircuits for Predictive Coding (2012) (1716)
Comparing Functional (PET) Images: The Assessment of Significant Change (1991) (1713)
Variance Components (2003) (1458)
Human Brain Function (1997) (1444)
Structural and Functional Brain Networks: From Connections to Cognition (2013) (1439)
Temporal Difference Models and Reward-Related Learning in the Human Brain (2003) (1425)
The free-energy principle: a rough guide to the brain? (2009) (1353)
A neuromodulatory role for the human amygdala in processing emotional facial expressions. (1998) (1311)
Schizophrenia: a disconnection syndrome? (1995) (1307)
Bayesian model selection for group studies (2009) (1304)
Cerebral Asymmetry and the Effects of Sex and Handedness on Brain Structure: A Voxel-Based Morphometric Analysis of 465 Normal Adult Human Brains (2001) (1213)
Detecting Activations in PET and fMRI: Levels of Inference and Power (1996) (1175)
Multisubject fMRI Studies and Conjunction Analyses (1999) (1109)
Nonlinear Responses in fMRI: The Balloon Model, Volterra Kernels, and Other Hemodynamics (2000) (1085)
Dysconnection in Schizophrenia: From Abnormal Synaptic Plasticity to Failures of Self-monitoring (2009) (1074)
Predictive coding under the free-energy principle (2009) (1040)
The mismatch negativity: A review of underlying mechanisms (2009) (1039)
Attention, Uncertainty, and Free-Energy (2010) (1003)
Multimodal Image Coregistration and Partitioning—A Unified Framework (1997) (984)
A free energy principle for the brain (2006) (950)
Predictive coding: an account of the mirror neuron system (2007) (927)
Willed action and the prefrontal cortex in man: a study with PET (1991) (908)
Patterns of Cerebral Blood Flow in Schizophrenia (1992) (906)
The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields (2008) (901)
Functional reorganization of the brain in recovery from striatocapsular infarction in man (1992) (896)
The Relationship between Global and Local Changes in PET Scans (1990) (888)
Distribution of cortical neural networks involved in word comprehension and word retrieval. (1991) (883)
How Many Subjects Constitute a Study? (1999) (874)
Comparing dynamic causal models (2004) (867)
Modeling Geometric Deformations in EPI Time Series (2001) (866)
Cognitive Conjunction: A New Approach to Brain Activation Experiments (1997) (859)
Why Voxel-Based Morphometry Should Be Used (2001) (828)
The disconnection hypothesis (1998) (827)
Voxel-based morphometry of the human brain: Methods and applications (2005) (825)
Investigations of the functional anatomy of attention using the stroop test (1993) (825)
Brain Systems Mediating Aversive Conditioning: an Event-Related fMRI Study (1998) (809)
Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI. (1997) (807)
Variational free energy and the Laplace approximation (2007) (789)
Synaptic Plasticity and Dysconnection in Schizophrenia (2006) (782)
Generalisability, Random Effects & Population Inference (1998) (781)
Dissociable Neural Responses in Human Reward Systems (2000) (768)
Modeling regional and psychophysiologic interactions in fMRI: the importance of hemodynamic deconvolution (2003) (766)
Hierarchical Models in the Brain (2008) (764)
Individual patterns of functional reorganization in the human cerebral cortex after capsular infraction (1993) (754)
Ten simple rules for dynamic causal modeling (2010) (753)
Neuroanatomical correlates of externally and internally generated human emotion. (1997) (748)
Computational psychiatry (2012) (734)
Neural correlates of perceptual rivalry in the human brain. (1998) (727)
Classical and Bayesian Inference in Neuroimaging: Applications (2002) (726)
The anatomy of melancholia – focal abnormalities of cerebral blood flow in major depression (1992) (719)
A direct quantitative relationship between the functional properties of human and macaque V5 (2000) (702)
Dynamic causal modeling (2010) (701)
Combining Spatial Extent and Peak Intensity to Test for Activations in Functional Imaging (1997) (700)
A PET study of word finding (1991) (691)
Characterizing Evoked Hemodynamics with fMRI (1995) (688)
Comparing Families of Dynamic Causal Models (2010) (660)
Nonlinear event‐related responses in fMRI (1998) (659)
A neural mass model for MEG/EEG: coupling and neuronal dynamics (2003) (649)
Classical and Bayesian Inference in Neuroimaging: Theory (2002) (630)
Stochastic Designs in Event-Related fMRI (1999) (622)
Regional cerebral blood flow during voluntary arm and hand movements in human subjects. (1991) (614)
Functional anatomy of human procedural learning determined with regional cerebral blood flow and PET (1992) (612)
Learning and inference in the brain (2003) (608)
Active Inference: A Process Theory (2017) (605)
Temporal difference models describe higher-order learning in humans (2004) (604)
Action and behavior: a free-energy formulation (2010) (604)
The Computational Anatomy of Psychosis (2013) (599)
Multiple sparse priors for the M/EEG inverse problem (2008) (591)
Characterizing Dynamic Brain Responses with fMRI: A Multivariate Approach (1995) (587)
Dynamic causal modeling of evoked responses in EEG and MEG (2006) (582)
Functional mapping of brain areas implicated in auditory--verbal memory function. (1993) (568)
Predictions not commands: active inference in the motor system (2012) (568)
The physiological basis of attentional modulation in extrastriate visual areas (1999) (564)
The cortical localization of the lexicons. Positron emission tomography evidence. (1992) (564)
Life as we know it (2013) (561)
A Hierarchy of Time-Scales and the Brain (2008) (559)
Regional cerebral blood flow in depression measured by positron emission tomography: the relationship with clinical dimensions (1993) (555)
A Voxel-Based Method for the Statistical Analysis of Gray and White Matter Density Applied to Schizophrenia (1995) (553)
The Trouble with Cognitive Subtraction (1996) (552)
Cortical and subcortical localization of response to pain in man using positron emission tomography (1991) (550)
Reduced frontotemporal functional connectivity in schizophrenia associated with auditory hallucinations (2002) (549)
Analysing connectivity with Granger causality and dynamic causal modelling (2013) (546)
A Bayesian account of ‘hysteria’ (2012) (542)
Correlation between structural and functional changes in brain in an idiopathic headache syndrome (1999) (538)
EEG and MEG Data Analysis in SPM8 (2011) (532)
Free-energy and the brain (2007) (517)
Active inference and epistemic value (2015) (517)
Structural Covariance in the Human Cortex (2005) (516)
Conjunction revisited (2005) (512)
Incorporating Prior Knowledge into Image Registration (1997) (508)
Action understanding and active inference (2011) (503)
Anterior insular cortex and emotional awareness (2013) (500)
The neuroanatomy of autism: a voxel-based whole brain analysis of structural scans. (1999) (496)
Evidence of Mirror Neurons in Human Inferior Frontal Gyrus (2009) (487)
Cortical areas and the selection of movement: a study with positron emission tomography (1991) (477)
An aberrant precision account of autism (2014) (477)
Preserved Feedforward But Impaired Top-Down Processes in the Vegetative State (2011) (458)
False discovery rate revisited: FDR and topological inference using Gaussian random fields (2009) (455)
Active interoceptive inference and the emotional brain (2016) (455)
The colour centre in the cerebral cortex of man (1989) (452)
To Smooth or Not to Smooth? Bias and Efficiency in fMRI Time-Series Analysis (2000) (448)
Predictive coding explains binocular rivalry: An epistemological review (2008) (446)
Bayesian model selection for group studies — Revisited (2014) (444)
Beyond phrenology: what can neuroimaging tell us about distributed circuitry? (2002) (442)
Regional Brain Activity in Chronic Schizophrenic Patients during the Performance of a Verbal Fluency Task (1995) (441)
Modalities, Modes, and Models in Functional Neuroimaging (2009) (436)
The predictive value of changes in effective connectivity for human learning. (1999) (436)
Causal Modelling and Brain Connectivity in Functional Magnetic Resonance Imaging (2009) (435)
Hearing and saying. The functional neuro-anatomy of auditory word processing. (1996) (429)
A PET study exploring the laterality of brainstem activation in migraine using glyceryl trinitrate. (2004) (424)
Different activation patterns in the visual cortex of late and congenitally blind subjects. (1998) (423)
Opponent appetitive-aversive neural processes underlie predictive learning of pain relief (2005) (421)
Where bottom-up meets top-down: neuronal interactions during perception and imagery. (2004) (420)
Functional MRI (1997) (419)
CHAPTER 2 – Statistical parametric mapping (2007) (416)
Statistical parametric mapping (2013) (414)
Comparing hemodynamic models with DCM (2007) (413)
Degeneracy and cognitive anatomy (2002) (412)
Automatic Differentiation of Anatomical Patterns in the Human Brain: Validation with Studies of Degenerative Dementias (2002) (412)
Nonlinear dynamic causal models for fMRI (2008) (408)
Amygdala–Hippocampal Involvement in Human Aversive Trace Conditioning Revealed through Event-Related Functional Magnetic Resonance Imaging (1999) (405)
Active Inference, homeostatic regulation and adaptive behavioural control (2015) (403)
The default-mode, ego-functions and free-energy: a neurobiological account of Freudian ideas (2010) (402)
Characterizing Stimulus–Response Functions Using Nonlinear Regressors in Parametric fMRI Experiments (1998) (401)
A critique of functional localisers (2006) (393)
Neural basis of an inherited speech and language disorder. (1998) (392)
Decreases in Regional Cerebral Blood Flow with Normal Aging (1991) (388)
Dopaminergic modulation of impaired cognitive activation in the anterior cingulate cortex in schizophrenia (1995) (388)
Bayesian model reduction and empirical Bayes for group (DCM) studies (2016) (384)
A Bayesian Foundation for Individual Learning Under Uncertainty (2011) (383)
A DCM for resting state fMRI (2014) (382)
A positron emission tomographic study in spontaneous migraine. (2005) (378)
Resting oscillatory cortico-subthalamic connectivity in patients with Parkinson's disease. (2011) (376)
A multimodal language region in the ventral visual pathway (1998) (375)
Multivariate autoregressive modeling of fMRI time series (2003) (374)
Event-related fMRIを用いた虚偽検出 (2006) (370)
Reinforcement Learning or Active Inference? (2009) (364)
The functional anatomy of the MMN: A DCM study of the roving paradigm (2008) (363)
Uncertainty and stress: Why it causes diseases and how it is mastered by the brain (2017) (361)
How the brain learns to see objects and faces in an impoverished context (1997) (360)
Effective connectivity: Influence, causality and biophysical modeling (2011) (359)
Computational psychiatry: the brain as a phantastic organ. (2014) (355)
Evaluation of different measures of functional connectivity using a neural mass model (2004) (352)
Detecting Latency Differences in Event-Related BOLD Responses: Application to Words versus Nonwords and Initial versus Repeated Face Presentations (2002) (351)
The dysconnection hypothesis (2016) (2016) (351)
Variability in fMRI: An Examination of Intersession Differences (2000) (349)
MRI analysis of an inherited speech and language disorder: structural brain abnormalities. (2002) (346)
Event‐related f MRI (1997) (343)
Diffeomorphic registration using geodesic shooting and Gauss–Newton optimisation (2011) (341)
Active inference, sensory attenuation and illusions (2013) (340)
Modelling functional integration: a comparison of structural equation and dynamic causal models (2004) (340)
Active inference and learning (2016) (339)
Segregating the functions of human hippocampus. (1999) (329)
Voxel-based morphometry (2007) (329)
Bayesian Estimation of Dynamical Systems: An Application to fMRI (2002) (326)
Ten ironic rules for non-statistical reviewers (2012) (325)
Localisation in PET Images: Direct Fitting of the Intercommissural (AC—PC) Line (1989) (324)
Slice-timing effects and their correction in functional MRI (2011) (324)
The functional anatomy of attention to visual motion. A functional MRI study. (1998) (323)
Broadband Cortical Desynchronization Underlies the Human Psychedelic State (2013) (322)
Cerebral responses to pain in patients with atypical facial pain measured by positron emission tomography. (1994) (322)
Topological FDR for neuroimaging (2010) (321)
Schizophrenia and the disconnection hypothesis (1999) (316)
REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics (2019) (314)
Scanning patients with tasks they can perform (1999) (313)
Autism, oxytocin and interoception (2014) (309)
Time‐dependent changes in effective connectivity measured with PET (1993) (309)
Perceptions as Hypotheses: Saccades as Experiments (2012) (308)
Modelling event-related responses in the brain (2005) (307)
Dopamine, Affordance and Active Inference (2012) (305)
Attention to pain localization and unpleasantness discriminates the functions of the medial and lateral pain systems (2005) (304)
Motor practice and neurophysiological adaptation in the cerebellum: a positron tomography study (1992) (302)
Cerebral hierarchies: predictive processing, precision and the pulvinar (2015) (298)
Lateralized Cognitive Processes and Lateralized Task Control in the Human Brain (2003) (297)
Functional integration and inference in the brain (2002) (295)
A Dual Role for Prediction Error in Associative Learning (2008) (295)
Acute Remapping within the Motor System Induced by Low-Frequency Repetitive Transcranial Magnetic Stimulation (2003) (289)
Functional topography: multidimensional scaling and functional connectivity in the brain. (1996) (288)
The labile brain. I. Neuronal transients and nonlinear coupling. (2000) (288)
Commentary and Opinion: II. Statistical Parametric Mapping: Ontology and Current Issues (1995) (284)
Attention to action in Parkinson's disease: impaired effective connectivity among frontal cortical regions. (2002) (283)
Plastic transformation of PET images. (1991) (283)
A Treatment-Resistant Default Mode Subnetwork in Major Depression (2013) (282)
Characterizing the Response of PET and fMRI Data Using Multivariate Linear Models (1997) (281)
Striatal Prediction Error Modulates Cortical Coupling (2010) (281)
Dorsolateral prefrontal cortex dysfunction in the major psychoses; symptom or disease specificity? (1993) (279)
Hemodynamic correlates of epileptiform discharges: An EEG-fMRI study of 63 patients with focal epilepsy (2006) (279)
Frontal, midbrain and striatal dopaminergic function in early and advanced Parkinson's disease A 3D [(18)F]dopa-PET study. (1999) (279)
Mechanisms of evoked and induced responses in MEG/EEG (2006) (278)
The left medial temporal region and schizophrenia. A PET study. (1992) (275)
From cognitivism to autopoiesis: towards a computational framework for the embodied mind (2016) (275)
Spatial normalization of lesioned brains: Performance evaluation and impact on fMRI analyses (2007) (275)
Value-dependent selection in the brain: Simulation in a synthetic neural model (1994) (274)
The mirror-neuron system: a Bayesian perspective. (2007) (274)
Free-Energy Minimization and the Dark-Room Problem (2012) (274)
The anatomy of choice: active inference and agency (2013) (272)
Identifying global anatomical differences: Deformation‐based morphometry (1998) (272)
Uncertainty in perception and the Hierarchical Gaussian Filter (2014) (270)
Rapid Assessment of Regional Cerebral Metabolic Abnormalities in Single Subjects with Quantitative and Nonquantitative [18F]FDG PET: A Clinical Validation of Statistical Parametric Mapping (1999) (270)
Bayesian fMRI time series analysis with spatial priors (2005) (268)
Covariation of Activity in Habenula and Dorsal Raphé Nuclei Following Tryptophan Depletion (1999) (267)
Connectivity Changes Underlying Spectral EEG Changes during Propofol-Induced Loss of Consciousness (2012) (267)
Abnormal Cingulate Modulation of Fronto-Temporal Connectivity in Schizophrenia (1999) (266)
DEM: A variational treatment of dynamic systems (2008) (266)
EEG–fMRI of idiopathic and secondarily generalized epilepsies (2006) (265)
Distributional Assumptions in Voxel-Based Morphometry (2002) (265)
Answering Schrödinger's question: A free-energy formulation (2017) (264)
What Is Optimal about Motor Control? (2011) (260)
Network discovery with DCM (2011) (260)
The graphical brain: Belief propagation and active inference (2017) (257)
Functional magnetic resonance imaging of human absence seizures (2003) (257)
Robust Smoothness Estimation in Statistical Parametric Maps Using Standardized Residuals from the General Linear Model (1999) (257)
A Duet for one☆ (2015) (256)
Regional cerebral blood flow abnormalities in depressed patients with cognitive impairment. (1992) (253)
Functional ontologies for cognition: The systematic definition of structure and function (2005) (252)
Attentional modulation of effective connectivity from V2 to V5/MT in humans. (2000) (249)
Game Theory of Mind (2008) (248)
Identifying Global Anatomical Differences: Deformation-Based Morphometry (1998) (247)
Evoked brain responses are generated by feedback loops (2007) (247)
Transients, Metastability, and Neuronal Dynamics (1997) (246)
Disability, atrophy and cortical reorganization following spinal cord injury (2011) (246)
Regional response differences within the human auditory cortex when listening to words (1992) (245)
Information theory, novelty and hippocampal responses: unpredicted or unpredictable? (2005) (242)
Do patients with schizophrenia exhibit aberrant salience? (2008) (239)
Dynamic causal models of neural system dynamics: current state and future extensions (2007) (239)
Prediction, perception and agency (2012) (237)
A systematic framework for functional connectivity measures (2014) (237)
Computing average shaped tissue probability templates (2009) (235)
Does predictive coding have a future? (2018) (234)
Free Energy, Precision and Learning: The Role of Cholinergic Neuromodulation (2013) (232)
The Relation of Ongoing Brain Activity, Evoked Neural Responses, and Cognition (2010) (232)
Non-invasive mapping of corticofugal fibres from multiple motor areas--relevance to stroke recovery. (2006) (229)
The Markov blankets of life: autonomy, active inference and the free energy principle (2018) (229)
Activation of Human Hippocampal Formation During Memory for Faces: A Pet Study (1995) (229)
Testing for anatomically specified regional effects (1997) (227)
A graded task approach to the functional mapping of brain areas implicated in auditory-verbal memory. (1994) (226)
Role of the human rostral supplementary motor area and the basal ganglia in motor sequence control: investigations with H2 15O PET. (1998) (225)
MRI investigation of the sensorimotor cortex and the corticospinal tract after acute spinal cord injury: a prospective longitudinal study (2013) (225)
A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia (2014) (224)
Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization (2006) (222)
Neural responses associated with cue evoked emotional states and heroin in opiate addicts. (2000) (222)
Predictive Processes and the Peculiar Case of Music (2019) (222)
Dissociating Reading Processes on the Basis of Neuronal Interactions (2005) (221)
Waking and dreaming consciousness: Neurobiological and functional considerations (2012) (215)
Dynamic causal modelling for EEG and MEG (2008) (215)
Posterior probability maps and SPMs (2003) (214)
Dynamic causal modelling of evoked potentials: A reproducibility study (2007) (214)
Mixed-effects and fMRI studies (2005) (213)
Anatomically Informed Basis Functions for EEG Source Localization: Combining Functional and Anatomical Constraints (2002) (212)
Attention to Action: Specific Modulation of Corticocortical Interactions in Humans (2001) (210)
Construct validation of a DCM for resting state fMRI (2015) (210)
Post hoc Bayesian model selection (2011) (209)
Functional magnetic resonance imaging of the human brain: data acquisition and analysis (1998) (209)
Variational Bayesian inference for fMRI time series (2003) (208)
MEG source localization under multiple constraints: An extended Bayesian framework (2006) (208)
The anatomy of choice: dopamine and decision-making (2014) (208)
Hemodynamic correlates of EEG: A heuristic (2005) (207)
A Free Energy Principle for Biological Systems. (2012) (206)
Regional cerebral blood flow during volitional breathing in man. (1991) (204)
Active Inference, Curiosity and Insight (2017) (204)
Bayesian decoding of brain images (2008) (203)
Dynamic causal modeling for EEG and MEG (2009) (203)
Models of brain function in neuroimaging. (2005) (203)
An empirical Bayesian solution to the source reconstruction problem in EEG (2005) (202)
A neural mass model of spectral responses in electrophysiology (2007) (201)
Functional anatomy of verbal fluency in people with schizophrenia and those at genetic risk (2000) (201)
Thalamic stimulation and suppression of parkinsonian tremor. Evidence of a cerebellar deactivation using positron emission tomography. (1993) (200)
Signal-, set- and movement-related activity in the human brain: an event-related fMRI study. (1999) (200)
Two distinct neural mechanisms for category-selective responses. (2006) (199)
Resting state functional MRI in Parkinson’s disease: the impact of deep brain stimulation on ‘effective’ connectivity (2014) (199)
Dynamic Diaschisis: Anatomically Remote and Context-Sensitive Human Brain Lesions (2001) (198)
Encoding of Marginal Utility across Time in the Human Brain (2009) (198)
Repetition suppression and its contextual determinants in predictive coding (2016) (196)
Studying spontaneous EEG activity with fMRI (2003) (196)
Brain responses in humans reveal ideal observer-like sensitivity to complex acoustic patterns (2016) (195)
Repetition suppression and plasticity in the human brain (2009) (194)
Neural Mechanisms of Belief Inference during Cooperative Games (2010) (192)
The Functional Neuroanatomy of Temporal Discrimination (2004) (192)
Dynamic causal modelling for fMRI: A two-state model (2008) (191)
Image registration using a symmetric prior—in three dimensions (1999) (190)
The history of the future of the Bayesian brain (2012) (190)
A free energy principle for a particular physics (2019) (190)
Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models (2009) (188)
Reflections on agranular architecture: predictive coding in the motor cortex (2013) (185)
Delineating Necessary and Sufficient Neural Systems with Functional Imaging Studies of Neuropsychological Patients (1999) (184)
Generalised filtering and stochastic DCM for fMRI (2011) (184)
Brain activations in schizophrenia during a graded memory task studied with functional neuroimaging. (1998) (183)
The neural regions sustaining object recognition and naming (1996) (182)
Information and Efficiency in the Nervous System—A Synthesis (2013) (182)
Attentional Enhancement of Auditory Mismatch Responses: a DCM/MEG Study (2015) (182)
Learning-related neuronal responses in prefrontal cortex studied with functional neuroimaging. (1999) (181)
Analysis of family‐wise error rates in statistical parametric mapping using random field theory (2016) (181)
Systematic Regularization of Linear Inverse Solutions of the EEG Source Localization Problem (2002) (181)
Dynamic causal models of steady-state responses (2009) (181)
Active inference, communication and hermeneutics☆ (2015) (180)
Active inference and agency: optimal control without cost functions (2012) (180)
Stimulating at the right time: phase-specific deep brain stimulation (2016) (179)
Early visual deprivation induces structural plasticity in gray and white matter (2005) (179)
A guide to group effective connectivity analysis, part 2: Second level analysis with PEB (2019) (179)
Dynamic causal modelling revisited (2017) (178)
Activation in Posterior Superior Temporal Sulcus Parallels Parameter Inducing the Percept of Animacy (2005) (178)
Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering (2011) (176)
Hierarchical Active Inference: A Theory of Motivated Control (2018) (176)
Neural masses and fields in dynamic causal modeling (2013) (176)
Dosage-sensitive X-linked locus influences the development of amygdala and orbitofrontal cortex, and fear recognition in humans. (2003) (175)
Attentional Modulation of Alpha/Beta and Gamma Oscillations Reflect Functionally Distinct Processes (2014) (175)
Anatomic Constraints on Cognitive Theories of Category Specificity (2002) (174)
Knowing one's place: a free-energy approach to pattern regulation (2015) (174)
Deconstructing the Architecture of Dorsal and Ventral Attention Systems with Dynamic Causal Modeling (2012) (172)
A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI (2019) (172)
Movement-Related Changes in Local and Long-Range Synchronization in Parkinson's Disease Revealed by Simultaneous Magnetoencephalography and Intracranial Recordings (2012) (171)
Local and Distributed Effects of Apomorphine on Fronto-Temporal Function in Acute Unmedicated Schizophrenia (1996) (171)
Rigid Body Registration (2003) (171)
The effect of prior visual information on recognition of speech and sounds. (2008) (171)
Interhemispheric Integration of Visual Processing during Task-Driven Lateralization (2007) (170)
Brain systems mediating aversive conditioning: An event related fMRI study (1998) (170)
Dynamic Causal Modeling of the Response to Frequency Deviants (2009) (169)
Nonlinear Regression in Parametric Activation Studies (1996) (169)
High-Dimensional Image Registration Using Symmetric Priors (1999) (169)
A multivariate analysis of PET activation studies (1996) (167)
Thinking through other minds: A variational approach to cognition and culture (2019) (167)
Electromagnetic source reconstruction for group studies (2008) (165)
Alterations in Brain Connectivity Underlying Beta Oscillations in Parkinsonism (2011) (163)
Functional neuroanatomy of the human brain: positron emission tomography--a new neuroanatomical technique. (1994) (162)
Modelling event-related skin conductance responses (2010) (162)
Analyzing effective connectivity with functional magnetic resonance imaging. (2010) (161)
Neural responses to salient visual stimuli (1997) (161)
Cortical circuits for perceptual inference (2009) (160)
Noradrenergically Mediated Plasticity in a Human Attentional Neuronal Network (1999) (160)
Time-series analysis for rapid event-related skin conductance responses (2009) (160)
Neural modeling and functional brain imaging: an overview (2000) (159)
A Dynamic Causal Modeling Study on Category Effects: BottomUp or TopDown Mediation? (2003) (159)
Mapping of grey matter changes in schizophrenia 1 This work was presented, in part, at the VIth International Congress on Schizophrenia Research, Colorado Springs, Colorado, USA, April 1997. 1 (1999) (159)
Statistical parametric mapping in functional neuroimaging: beyond PET and fMRI activation studies. (1998) (157)
Investigating a network model of word generation with positron emission tomography (1991) (154)
LFP and oscillations—what do they tell us? (2015) (154)
Activation of reward circuitry in human opiate addicts (1999) (153)
The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes (2014) (153)
Canonical Source Reconstruction for MEG (2007) (152)
Exploration, novelty, surprise, and free energy minimization (2013) (151)
Neural Signatures of Value Comparison in Human Cingulate Cortex during Decisions Requiring an Effort-Reward Trade-off (2016) (151)
Hallucinations and perceptual inference (2005) (150)
Experience–dependent modulation of tonotopic neural responses in human auditory cortex (1998) (149)
Computational neuroimaging strategies for single patient predictions (2017) (149)
Influence of Uncertainty and Surprise on Human Corticospinal Excitability during Preparation for Action (2008) (148)
Encoding uncertainty in the hippocampus (2006) (148)
Causal Hierarchy within the Thalamo-Cortical Network in Spike and Wave Discharges (2009) (146)
Functional Anatomy of Visual Search: Regional Segregations within the Frontal Eye Fields and Effective Connectivity of the Superior Colliculus (2002) (145)
Uncertainty, epistemics and active inference (2017) (145)
Observing the Observer (I): Meta-Bayesian Models of Learning and Decision-Making (2010) (145)
The slice-timing problem in event-related fMRI (1999) (145)
Perception and self-organized instability (2012) (144)
Cerebral Blood Flow and Mental Processes in Schizophrenia (1992) (144)
Working memory, attention, and salience in active inference (2017) (144)
A Study of Analysis Parameters That Influence the Sensitivity of Event-Related fMRI Analyses (2000) (143)
Tractography-based priors for dynamic causal models (2009) (143)
Parametric analysis of oscillatory activity as measured with EEG/MEG (2005) (142)
Assessing interactions among neuronal systems using functional neuroimaging (2000) (142)
Population dynamics: Variance and the sigmoid activation function (2008) (141)
Brain Mechanisms for Detecting Perceptual, Semantic, and Emotional Deviance (2000) (141)
The Cortical Dynamics of Intelligible Speech (2008) (141)
Active Inference, Attention, and Motor Preparation (2011) (140)
The Functional Anatomy of Time: What and When in the Brain (2016) (140)
Local Activity Determines Functional Connectivity in the Resting Human Brain: A Simultaneous FDG-PET/fMRI Study (2014) (140)
Spatial Attention, Precision, and Bayesian Inference: A Study of Saccadic Response Speed (2013) (140)
Theoretical neurobiology and schizophrenia. (1996) (140)
Anterior prefrontal cortex mediates rule learning in humans. (2001) (139)
A variational approach to niche construction (2018) (139)
A brain network model for depression: From symptom understanding to disease intervention (2018) (138)
The Relationship Between Synchronization Among Neuronal Populations and Their Mean Activity Levels (1999) (137)
Changes in global cerebral blood flow in humans: effect on regional cerebral blood flow during a neural activation task. (1993) (137)
Applications of random field theory to electrophysiology (2005) (137)
Active inference on discrete state-spaces: A synthesis (2020) (136)
Computational and dynamic models in neuroimaging (2010) (135)
Effective connectivity changes in LSD-induced altered states of consciousness in humans (2019) (134)
Brain mechanisms associated with depressive relapse and associated cognitive impairment following acute tryptophan depletion (1999) (134)
Scene Construction, Visual Foraging, and Active Inference (2016) (133)
Dynamic causal modelling of evoked responses: The role of intrinsic connections (2007) (133)
Analytic measures for quantification of arousal from spontaneous skin conductance fluctuations (2010) (133)
Developmental amnesia: Effect of age at injury (2003) (133)
Degenerate neuronal systems sustaining cognitive functions (2004) (133)
Dynamic causal modelling of induced responses (2008) (132)
Deep temporal models and active inference (2018) (132)
Design and analysis of fMRI studies with neurologically impaired patients (2006) (131)
Frequency specific changes in regional cerebral blood flow and motor system connectivity following rTMS to the primary motor cortex (2005) (130)
Characterization and Correction of Interpolation Effects in the Realignment of fMRI Time Series (2000) (129)
Cholinergic Modulation of Experience-Dependent Plasticity in Human Auditory Cortex (2002) (129)
MRI and PET Coregistration—A Cross Validation of Statistical Parametric Mapping and Automated Image Registration (1997) (129)
Features versus Feelings: Dissociable Representations of the Acoustic Features and Valence of Aversive Sounds (2012) (129)
The Effects of Presentation Rate During Word and Pseudoword Reading: A Comparison of PET and fMRI (2000) (129)
Modelling Trial-by-Trial Changes in the Mismatch Negativity (2013) (128)
Dynamic causal modeling and Granger causality Comments on: The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution (2011) (127)
Bayesian estimation of synaptic physiology from the spectral responses of neural masses (2008) (127)
Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. (2016) (127)
On hyperpriors and hypopriors: comment on Pellicano and Burr (2013) (126)
The prefrontal cortex shows context-specific changes in effective connectivity to motor or visual cortex during the selection of action or colour. (2004) (125)
Dynamic representations and generative models of brain function (2001) (125)
Generative and recognition models for neuroanatomy (2004) (124)
Generalised Filtering (2010) (124)
Large-scale DCMs for resting-state fMRI (2017) (123)
An In Vivo Assay of Synaptic Function Mediating Human Cognition (2011) (123)
Dynamic discrimination analysis: A spatial–temporal SVM (2007) (123)
Optimized beamforming for simultaneous MEG and intracranial local field potential recordings in deep brain stimulation patients (2010) (122)
Algorithmic procedures for Bayesian MEG/EEG source reconstruction in SPM☆ (2014) (121)
A tale of two densities: active inference is enactive inference (2019) (121)
MEG and EEG data fusion: Simultaneous localisation of face-evoked responses (2009) (121)
Bayesian estimation of cerebral perfusion using a physiological model of microvasculature (2006) (121)
A Parametric Empirical Bayesian Framework for the EEG/MEG Inverse Problem: Generative Models for Multi-Subject and Multi-Modal Integration (2011) (121)
An Integrative Tinnitus Model Based on Sensory Precision (2016) (121)
Modes or models: a critique on independent component analysis for fMRI (1998) (120)
Imaging neuroscience: principles or maps? (1998) (120)
The Neural Structures Expressing Perceptual Hysteresis in Visual Letter Recognition (2002) (119)
Estimating Smoothness in Statistical Parametric Maps: Variability of p Values (1995) (119)
Effects of visual deprivation on the organization of the semantic system. (2003) (118)
Planning and navigation as active inference (2017) (118)
The role of the medial temporal lobe in autistic spectrum disorders (2005) (118)
Cerebral benzodiazepine receptors in hippocampal sclerosis. An objective in vivo analysis. (1996) (118)
The Anatomy of Inference: Generative Models and Brain Structure (2018) (117)
Free Energy, Value, and Attractors (2011) (117)
The Hierarchical Organization of the Default, Dorsal Attention and Salience Networks in Adolescents and Young Adults (2017) (116)
Characterizing the Relationship between BOLD Contrast and Regional Cerebral Blood Flow Measurements by Varying the Stimulus Presentation Rate (1997) (116)
Computational mechanisms of curiosity and goal-directed exploration (2018) (115)
Investigating individual differences in brain abnormalities in autism. (2003) (115)
Another Neural Code? (1997) (115)
A DCM study of spectral asymmetries in feedforward and feedback connections between visual areas V1 and V4 in the monkey (2015) (115)
Functional Imaging Studies of Neuropsychological Patients: Applications and Limitations (2002) (114)
Hierarchical Processing of Auditory Objects in Humans (2007) (114)
Distinct Top-down and Bottom-up Brain Connectivity During Visual Perception and Imagery (2017) (114)
Supra-regional brain systems and the neuropathology of schizophrenia. (1999) (114)
Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model (2004) (113)
Neural Coding of Tactile Decisions in the Human Prefrontal Cortex (2006) (113)
A Parametric Empirical Bayesian framework for fMRI‐constrained MEG/EEG source reconstruction (2010) (113)
Effective Connectivity and Intersubject Variability: Using a Multisubject Network to Test Differences and Commonalities (2002) (113)
Action selectivity in parietal and temporal cortex. (2005) (113)
Model-based analysis of skin conductance responses: Towards causal models in psychophysiology. (2013) (113)
Characterizing modulatory interactions between areas V1 and V2 in human cortex: A new treatment of functional MRI data (1994) (113)
Predictive Coding or Evidence Accumulation? False Inference and Neuronal Fluctuations (2010) (112)
Subtractions, conjunctions, and interactions in experimental design of activation studies (1997) (112)
Recognizing Sequences of Sequences (2009) (112)
EEG-fMRI integration: a critical review of biophysical modeling and data analysis approaches. (2010) (112)
Statistical parametric mapping (SPM) (2008) (112)
Generalised free energy and active inference (2019) (111)
Virtual reality and consciousness inference in dreaming (2014) (111)
Dysfunctional connectivity in schizophrenia. (2002) (111)
Imaging cognitive anatomy (1997) (111)
Statistical parametric mapping for event-related potentials: I. Generic considerations (2004) (111)
Cortical grey matter and benzodiazepine receptors in malformations of cortical development. A voxel-based comparison of structural and functional imaging data. (1997) (111)
Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG (2008) (110)
Voxel-Based Morphometry of Herpes Simplex Encephalitis (2001) (109)
The Role of the Thalamus in “Top Down” Modulation of Attention to Sound (1996) (109)
Topological inference for EEG and MEG (2010) (108)
The role of interoceptive inference in theory of mind (2017) (108)
The Depressed Brain: An Evolutionary Systems Theory (2017) (107)
CHAPTER 7 – Voxel-Based Morphometry (2007) (107)
DCM for complex-valued data: Cross-spectra, coherence and phase-delays (2012) (106)
Grey matter correlates of syndromes in schizophrenia (1997) (106)
Physiologically informed dynamic causal modeling of fMRI data (2015) (105)
Extra-classical receptive field effects measured in striate cortex with fMRI (2007) (105)
Selecting forward models for MEG source-reconstruction using model-evidence (2009) (105)
A disturbance of nonlinear interdependence in scalp EEG of subjects with first episode schizophrenia (2003) (105)
Biophysical models of fMRI responses (2004) (104)
Anatomically Informed Basis Functions (2000) (104)
Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making (2019) (103)
Markov blankets, information geometry and stochastic thermodynamics (2019) (103)
Quantitative Comparison of Functional Magnetic Resonance Imaging with Positron Emission Tomography Using a Force-Related Paradigm (1996) (103)
Analysing brain images: principles and overview (1997) (102)
Towards a Neuronal Gauge Theory (2016) (102)
The Critical Relationship between the Timing of Stimulus Presentation and Data Acquisition in Blocked Designs with fMRI (1999) (102)
Dynamic causal modelling of distributed electromagnetic responses (2009) (101)
The choice of basis functions in event-related fMRI (2001) (101)
Large-scale neural models and dynamic causal modelling (2006) (101)
Tests for Distributed, Nonfocal Brain Activations (1995) (101)
An improved algorithm for model-based analysis of evoked skin conductance responses☆ (2013) (101)
Comparing event-related and epoch analysis in blocked design fMRI (2003) (101)
Hierarchical Models (2003) (101)
Bayesian estimation of evoked and induced responses (2006) (100)
Embodied Inference : or “ I think therefore I am , if I am what I think ” (2010) (100)
Active inference and free energy. (2013) (100)
Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics. (2003) (99)
Multiscale integration: beyond internalism and externalism (2019) (99)
Am I Self-Conscious? (Or Does Self-Organization Entail Self-Consciousness?) (2018) (99)
Learning-related fMRI activation associated with a rotational visuo-motor transformation. (2005) (99)
Dynamic effective connectivity in resting state fMRI (2017) (98)
Perception and Hierarchical Dynamics (2009) (98)
Computational Neuropsychology and Bayesian Inference (2018) (98)
Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise? (2012) (98)
The hierarchically mechanistic mind: A free-energy formulation of the human psyche (2019) (98)
Modeling ketamine effects on synaptic plasticity during the mismatch negativity. (2013) (98)
What is mood? A computational perspective (2018) (97)
Introduction Experimental design and Statistical Parametric Mapping (2003) (97)
Experimental Design and Statistical Parametric Mapping (2003) (97)
A Neurocomputational Model of the Mismatch Negativity (2013) (97)
Ongoing brain activity fluctuations directly account for intertrial and indirectly for intersubject variability in Stroop task performance. (2011) (96)
Cooperation and Heterogeneity of the Autistic Mind (2010) (96)
Deeply Felt Affect: The Emergence of Valence in Deep Active Inference (2019) (95)
Neuronal message passing using Mean-field, Bethe, and Marginal approximations (2019) (95)
Dynamic causal modeling with neural fields (2012) (95)
453 Mapping of gray matter changes in schizophrenia (1997) (95)
Dynamic changes in effective connectivity characterized by variable parameter regression and kalman filtering (1998) (94)
Characterising the complexity of neuronal interactions (1995) (94)
Measuring the neuromodulatory effects of drugs in man with positron emission tomography (1992) (94)
The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior (2019) (93)
Model averaging, optimal inference, and habit formation (2014) (93)
Regression DCM for fMRI (2017) (93)
Deep temporal models and active inference (2017) (93)
Dynamic causal modeling: A generative model of slice timing in fMRI (2007) (92)
Bayesian inferences about the self (and others): A review (2014) (92)
Subcortical amygdala pathways enable rapid face processing (2014) (92)
Mixtures of general linear models for functional neuroimaging (2003) (92)
Loss of sensory attenuation in patients with functional (psychogenic) movement disorders. (2014) (92)
Pharmacological Modulation of Behavioral and Neuronal Correlates of Repetition Priming (2001) (92)
Granger causality revisited (2014) (92)
Comparing the similarity and spatial structure of neural representations: A pattern-component model (2011) (91)
Disconnection and cognitive dysmetria in schizophrenia. (2005) (91)
The Brain Ages Optimally to Model Its Environment: Evidence from Sensory Learning over the Adult Lifespan (2014) (90)
Population dynamics under the Laplace assumption (2009) (90)
Repetitive Transcranial Magnetic Stimulation-Induced Changes in Sensorimotor Coupling Parallel Improvements of Somatosensation in Humans (2006) (90)
Computational Nosology and Precision Psychiatry (2017) (90)
Empirical Bayes for DCM: A Group Inversion Scheme (2015) (90)
Anterior insula coordinates hierarchical processing of tactile mismatch responses (2016) (89)
Network discovery with large DCMs (2013) (89)
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism (2020) (89)
Forward and backward connections in the brain: A DCM study of functional asymmetries (2009) (88)
Effective Connectivity during Processing of Facial Affect: Evidence for Multiple Parallel Pathways (2011) (88)
Interoceptive inference: From computational neuroscience to clinic (2018) (87)
Unified SPM–ICA for fMRI analysis (2005) (86)
Sensory Processing and the Rubber Hand Illusion—An Evoked Potentials Study (2015) (86)
Basal ganglia–cortical interactions in Parkinsonian patients (2013) (86)
Is predictability salient? A study of attentional capture by auditory patterns (2017) (86)
Variational ecology and the physics of sentient systems (2019) (86)
Dynamic causal modeling in PTSD and its dissociative subtype: Bottom–up versus top–down processing within fear and emotion regulation circuitry (2017) (85)
Dysconnectivity Within the Default Mode in First-Episode Schizophrenia: A Stochastic Dynamic Causal Modeling Study With Functional Magnetic Resonance Imaging (2014) (85)
Re-thinking the role of motor cortex: Context-sensitive motor outputs? (2014) (85)
Principles of Brain Dynamics: Global State Interactions (2012) (84)
Predicting green: really radical (plant) predictive processing (2017) (84)
Distributed processing; distributed functions? (2012) (84)
Spatial Normalization using Basis Functions (2003) (83)
Reproducibility of PET Activation Studies: Lessons from a Multi-Center European Experiment EU Concerted Action on Functional Imaging (1996) (83)
Book Review: Brain Function, Nonlinear Coupling, and Neuronal Transients (2001) (82)
Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia (2012) (82)
Dynamic Causal Models and Physiological Inference: A Validation Study Using Isoflurane Anaesthesia in Rodents (2011) (82)
Dopamine, reward learning, and active inference (2015) (82)
Localization of responses to pain in human cerebral cortex. (1992) (81)
Optimal inference with suboptimal models: Addiction and active Bayesian inference (2015) (81)
Active Inference: Demystified and Compared (2019) (80)
The active construction of the visual world (2017) (80)
Bayesian model selection for group studies (vol 46, pg 1005, 2009) (2009) (80)
Predictions, perception, and a sense of self (2014) (79)
Autonomic and brain responses associated with empathy deficits in autism spectrum disorder (2015) (79)
Computational Phenotyping in Psychiatry: A Worked Example (2016) (79)
A test for a conjunction (2000) (79)
Echolocation (2005) (78)
Kallmann’s syndrome (1999) (78)
Convolution Models for fMRI (2007) (78)
Disrupted effective connectivity of cortical systems supporting attention and interoception in melancholia. (2015) (78)
Dynamic causal modelling of anticipatory skin conductance responses (2010) (78)
Prediction and memory: A predictive coding account (2020) (77)
Recovery after stroke: not so proportional after all? (2018) (77)
Dynamic Causal Models for phase coupling (2009) (77)
Attention or salience? (2019) (77)
The pragmatic turn : toward action-oriented views in cognitive science (2016) (77)
Consciousness, Dreams, and Inference The Cartesian Theatre Revisited (2014) (77)
In the Body’s Eye: The computational anatomy of interoceptive inference (2019) (76)
Experience-dependent coding of facial expression in superior temporal sulcus (2007) (76)
Activation of the human hippocampal formation during auditory-verbal long-term memory function (1993) (76)
Diffusion-based spatial priors for imaging (2007) (76)
The Challenge of Connecting the Dots in the B.R.A.I.N. (2013) (75)
A mathematical model of embodied consciousness. (2017) (75)
Academic Software Applications for Electromagnetic Brain Mapping Using MEG and EEG (2011) (75)
Cortical Coupling Reflects Bayesian Belief Updating in the Deployment of Spatial Attention (2015) (75)
Losing Control Under Ketamine: Suppressed Cortico-Hippocampal Drive Following Acute Ketamine in Rats (2015) (75)
Stochastic models of neuronal dynamics (2005) (75)
Metabolic connectivity mapping reveals effective connectivity in the resting human brain (2015) (75)
Therapeutic Subthalamic Nucleus Deep Brain Stimulation Reverses Cortico-Thalamic Coupling during Voluntary Movements in Parkinson's Disease (2012) (74)
The labile brain. II. Transients, complexity and selection. (2000) (73)
Voxel based morphometry of 465 normal adult human brains (2000) (73)
Top-Down Control of Visual Responses to Fear by the Amygdala (2013) (73)
Cognitive Dynamics: From Attractors to Active Inference (2014) (73)
Post-hoc selection of dynamic causal models (2012) (72)
A step-by-step tutorial on active inference and its application to empirical data (2021) (72)
Erratum: Computational psychiatry [Trends in Cognitive Sciences 16 (2012), 72–80] (2012) (71)
Impaired Frontal-Basal Ganglia Connectivity in Adolescents with Internet Addiction (2014) (71)
Morphogenesis as Bayesian inference: A variational approach to pattern formation and control in complex biological systems. (2020) (71)
Uncovering the underlying mechanisms and whole-brain dynamics of deep brain stimulation for Parkinson’s disease (2017) (71)
The functional anatomy of schizophrenia: A dynamic causal modeling study of predictive coding (2014) (71)
Nonlinear Coupling between Evoked rCBF and BOLD Signals: A Simulation Study of Hemodynamic Responses (2001) (70)
Dynamic causal modelling of precision and synaptic gain in visual perception — an EEG study (2012) (70)
Action-Specific Value Signals in Reward-Related Regions of the Human Brain (2012) (69)
Active Inference, Evidence Accumulation, and the Urn Task (2015) (69)
Predictive Coding and Pitch Processing in the Auditory Cortex (2011) (69)
MRI in traumatic spinal cord injury: from clinical assessment to neuroimaging biomarkers (2019) (69)
‘Seeing the Dark’: Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference (2018) (69)
Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics (2003) (69)
PET Imaging and Cognition in Schizophrenia (1992) (68)
A Functional Neuroimaging Description of Two Deep Dyslexic Patients (1998) (68)
Human Brain Function, Second Edition (2004) (68)
Abnormal neural integration related to cognition in schizophrenia (1999) (68)
Free-Energy and Illusions: The Cornsweet Effect (2011) (67)
Accurate modeling of temporal correlations in rapidly sampled fMRI time series (2018) (67)
Regionally Specific Sensitivity Differences in fMRI and PET: Where Do They Come From? (2000) (67)
A Multivariate Analysis of Evoked Responses in EEG and MEG Data (1996) (67)
Progressive neurodegeneration following spinal cord injury (2018) (67)
Free-energy minimization in joint agent-environment systems: A niche construction perspective (2018) (67)
Degeneracy and redundancy in cognitive anatomy (2003) (66)
Bilinear dynamical systems (2005) (66)
Effective Connectivity Reveals Right-Hemisphere Dominance in Audiospatial Perception: Implications for Models of Spatial Neglect (2014) (66)
How and why consciousness arises: Some considerations from physics and physiology (2018) (66)
Computational psychiatry (vol 16, pg 72, 2012) (2012) (65)
The Precision of Anatomical Normalization in the Medial Temporal Lobe Using Spatial Basis Functions (2002) (65)
Nonlinear PCA: characterizing interactions between modes of brain activity. (2000) (65)
The Connected Brain: Causality, models, and intrinsic dynamics (2016) (65)
Embodiment and Schizophrenia: A Review of Implications and Applications. (2017) (65)
Dysconnectivity in the Frontoparietal Attention Network in Schizophrenia (2013) (65)
Task-Dependent Modulation of Effective Connectivity within the Default Mode Network (2012) (65)
A brain basis for musical hallucinations☆ (2014) (65)
Predictive coding, precision and synchrony (2012) (64)
Degeneration of the Injured Cervical Cord Is Associated with Remote Changes in Corticospinal Tract Integrity and Upper Limb Impairment (2012) (64)
The mixed serotonin receptor agonist psilocybin reduces threat-induced modulation of amygdala connectivity (2015) (64)
Action perception as hypothesis testing (2017) (64)
Speed-Dependent Responses in V5: A Replication Study (1999) (64)
On nodes and modes in resting state fMRI (2014) (63)
Dynamic causal modelling of lateral interactions in the visual cortex (2013) (63)
Modelling cardiac signal as a confound in EEG-fMRI and its application in focal epilepsy studies (2006) (63)
The danger of systematic bias in group-level FMRI-lag-based causality estimation (2012) (63)
A Free Energy Principle for Biological Systems (2012) (63)
Bayesian model reduction (2018) (63)
Evidence for surprise minimization over value maximization in choice behavior (2015) (63)
Human visual exploration reduces uncertainty about the sensed world (2018) (63)
Consistent spectral predictors for dynamic causal models of steady-state responses (2011) (63)
Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields (2007) (62)
Top-down Modulations in the Visual Form Pathway Revealed with Dynamic Causal Modeling (2010) (61)
Brain function, nonlinear coupling, and neuronal transients. (2001) (60)
Contrast gain control and horizontal interactions in V1: A DCM study (2014) (60)
Speed-Dependent Motion-Sensitive Responses in V5: An fMRI Study (1998) (60)
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions (2017) (60)
How does the brain sustain a visual percept? (2000) (59)
On Markov blankets and hierarchical self-organisation (2019) (59)
Acute Changes in Frontoparietal Activity after Repetitive Transcranial Magnetic Stimulation over the Dorsolateral Prefrontal Cortex in a Cued Reaction Time Task (2006) (59)
Statistical parametric mapping with 18F-dopa PET shows bilaterally reduced striatal and nigral dopaminergic function in early Parkinson’s disease (1999) (58)
Axonal integrity predicts cortical reorganisation following cervical injury (2012) (58)
The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition (2018) (57)
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model (2018) (57)
Revealing interactions among brain systems with nonlinear PCA (1999) (57)
The Neural Representation of Prospective Choice during Spatial Planning and Decisions (2017) (57)
Resting EEG in psychosis and at-risk populations — A possible endophenotype? (2014) (57)
Not All Predictions Are Equal: “What” and “When” Predictions Modulate Activity in Auditory Cortex through Different Mechanisms (2018) (57)
DYNAMIC PATTERNS - THE SELF-ORGANIZATION OF BRAIN AND BEHAVIOR - KELSO,JAS (1995) (57)
Impaired prefrontal synaptic gain in people with psychosis and their relatives during the mismatch negativity (2015) (57)
Investigating the Functional Role of Callosal Connections with Dynamic Causal Models (2005) (56)
Assessing Study-Specific Regional Variations in fMRI Signal (2000) (56)
Calcium imaging and dynamic causal modelling reveal brain-wide changes in effective connectivity and synaptic dynamics during epileptic seizures (2017) (56)
Altered intrinsic and extrinsic connectivity in schizophrenia (2017) (56)
Nonlinear Coupling in the Human Motor System (2010) (55)
Sites of action of morphine in the brain (1991) (55)
Is the Free-Energy Principle a Formal Theory of Semantics? From Variational Density Dynamics to Neural and Phenotypic Representations (2020) (55)
Detecting bilateral abnormalities with voxel‐based morphometry (2000) (55)
Deep active inference agents using Monte-Carlo methods (2020) (55)
The effect of the dopamine agonist, apomorphine, on regional cerebral blood flow in normal volunteers (1993) (55)
Adaptive and aberrant reward prediction signals in the human brain (2010) (55)
Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. (2016) (55)
Active inference and robot control: a case study (2016) (54)
Sophisticated Inference (2020) (54)
Remote Effects of Hippocampal Sclerosis on Effective Connectivity during Working Memory Encoding: A Case of Connectional Diaschisis? (2012) (54)
Diffusion-based spatial priors for functional magnetic resonance images (2008) (54)
A dynamic causal model study of neuronal population dynamics (2010) (54)
Variational filtering (2008) (53)
Modules and brain mapping (2011) (53)
Metabolic network analysis of the causes and evolution of enzyme dispensability in yeast (2004) (53)
Dynamic causal modelling of COVID-19. (2020) (53)
Tracking Changes following Spinal Cord Injury : Insights from Neuroimaging (2013) (53)
Neurocomputational mechanisms underlying emotional awareness: Insights afforded by deep active inference and their potential clinical relevance (2019) (53)
Active Inference, epistemic value, and vicarious trial and error (2016) (53)
Cholinergic Stimulation Enhances Bayesian Belief Updating in the Deployment of Spatial Attention (2014) (53)
Structural and effective brain connectivity underlying biological motion detection (2018) (53)
What is value—accumulated reward or evidence? (2012) (52)
Dynamic causal modeling of touch-evoked potentials in the rubber hand illusion (2016) (52)
Inter Subject Registration of Functional and Anatomical Data Using SPM (2002) (51)
Effective connectivity during animacy perception – dynamic causal modelling of Human Connectome Project data (2014) (51)
CHAPTER 5 – Non-linear Registration (2007) (51)
Principal component analysis learning algorithms: a neurobiological analysis (1993) (51)
Speed-dependent motion sensitive responses in V5: an fMRI study (1998) (51)
Dynamic causal modeling of spontaneous fluctuations in skin conductance (2011) (51)
The Importance of Distributed Sampling in Blocked Functional Magnetic Resonance Imaging Designs (2002) (50)
Active Inference in OpenAI Gym: A Paradigm for Computational Investigations Into Psychiatric Illness. (2018) (50)
Decoding episodic memory in ageing: A Bayesian analysis of activity patterns predicting memory (2012) (50)
Free Energy and Dendritic Self-Organization (2011) (50)
Relating Macroscopic Measures of Brain Activity to Fast, Dynamic Neuronal Interactions (2000) (50)
Estimating efficiency a priori: a comparison of blocked and randomized designs (2003) (50)
Functional MR imaging correlations with positron emission tomography. Initial experience using a cognitive activation paradigm on verbal working memory. (1995) (50)
The Projective Consciousness Model and Phenomenal Selfhood (2018) (50)
Observing the Observer (II): Deciding When to Decide (2010) (50)
Sample size and the fallacies of classical inference (2013) (49)
Psychosis and the Experience of Self: Brain Systems Underlying Self‐Monitoring (1998) (49)
Generative models, brain function and neuroimaging. (2001) (49)
The Computational Anatomy of Visual Neglect (2017) (49)
The influence of spontaneous activity on stimulus processing in primary visual cortex (2012) (49)
Commentary on: Divide and conquer; a defence of functional localisers (2006) (49)
A dynamic causal model for evoked and induced responses (2012) (49)
Bayesian inference, predictive coding and delusions (2014) (49)
Anatomical connectivity and the resting state activity of large cortical networks (2013) (48)
A formal model of interpersonal inference (2014) (48)
Precision and False Perceptual Inference (2018) (48)
Optimizing Experimental Design for Comparing Models of Brain Function (2011) (48)
Parcels and particles: Markov blankets in the brain (2020) (48)
Mechanisms of evoked and induced responses in (2009) (48)
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis (2009) (48)
Efficient gradient computation for dynamical models (2014) (47)
Ion channels in EEG: isolating channel dysfunction in NMDA receptor antibody encephalitis (2018) (47)
Waves of prediction (2019) (47)
Simulating emotions: An active inference model of emotional state inference and emotion concept learning (2019) (47)
Spatial transformation of images (1997) (47)
A mesostate-space model for EEG and MEG (2007) (47)
Working Memory Modulation of Frontoparietal Network Connectivity in First-Episode Schizophrenia (2017) (46)
Regional cerebral activity associated with the incidental processing of pseudo‐words (1995) (46)
Modulation of Perception and Brain Activity by Predictable Trajectories of Facial Expressions (2009) (46)
Network reconfiguration and working memory impairment in mesial temporal lobe epilepsy (2013) (46)
Recent advances in the application of predictive coding and active inference models within clinical neuroscience (2020) (46)
Abnormalities in White Matter Microstructure Associated with Chronic Ketamine Use (2014) (46)
Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation (2015) (45)
Network Interactions Explain Sensitivity to Dynamic Faces in the Superior Temporal Sulcus (2014) (45)
How Doctors Generate Diagnostic Hypotheses: A Study of Radiological Diagnosis with Functional Magnetic Resonance Imaging (2011) (44)
Abnormal Effective Connectivity in the Brain is Involved in Auditory Verbal Hallucinations in Schizophrenia (2017) (44)
Spontaneous neuronal activity predicts intersubject variations in executive control of attention (2014) (44)
COMMENTS AND CONTROVERSIES Why Voxel-Based Morphometry Should Be Used (2001) (44)
Gradient-based MCMC samplers for dynamic causal modelling (2016) (44)
Zero-lag synchronous dynamics in triplets of interconnected cortical areas (2001) (44)
Dynamic causal modelling of COVID-19 (2020) (43)
The Effect of Apomorphine and Buspirone on Regional Cerebral Blood Flow During the Performance of a Cognitive Task—Measuring Neuromodulatory Effects of Psychotropic Drugs in Man (1992) (43)
Variability and reliability of effective connectivity within the core default mode network: A multi-site longitudinal spectral DCM study (2018) (43)
Empirical Bayes for Group (DCM) Studies: A Reproducibility Study (2015) (43)
Dynamic effective connectivity (2019) (43)
Modulation of Excitatory Synaptic Coupling Facilitates Synchronization and Complex Dynamics in a Nonlinear Model of Neuronal Dynamics (2002) (43)
Active Inference and Auditory Hallucinations (2018) (43)
Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating (2016) (42)
Is Multivariate Analysis of PET Data More Revealing Than the Univariate Approach? Evidence from a Study of Episodic Memory Retrieval (1996) (42)
Of woodlice and men A Bayesian account of cognition , life and consciousness (2018) (42)
Of woodlice and men A Bayesian account of cognition , life and consciousness (2018) (42)
Early visual learning induces long-lasting connectivity changes during rest in the human brain (2013) (42)
Tracking Changes following Spinal Cord Injury (2013) (42)
An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case (2019) (42)
The Cumulative Effects of Predictability on Synaptic Gain in the Auditory Processing Stream (2017) (42)
Dynamic causal modelling for functional near-infrared spectroscopy (2015) (42)
Test-retest reliability of dynamic causal modeling for fMRI (2015) (42)
Integrated Bayesian models of learning and decision making for saccadic eye movements☆ (2008) (41)
A Multi-scale View of the Emergent Complexity of Life: A Free-Energy Proposal (2019) (41)
The functional anatomy of attention: a DCM study (2013) (41)
Perceptual awareness and active inference (2019) (41)
Transient phase‐locking and dynamic correlations: Are they the same thing? (1997) (40)
Second waves, social distancing, and the spread of COVID-19 across America. (2020) (40)
Action and Perception as Divergence Minimization (2020) (40)
Neuroticism and conscientiousness respectively constrain and facilitate short‐term plasticity within the working memory neural network (2015) (40)
Investigating the relationship between cardiac interoception and autonomic cardiac control using a predictive coding framework (2018) (40)
Bayesian mechanics for stationary processes (2021) (40)
Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex (2017) (40)
Vowel-specific mismatch responses in the anterior superior temporal gyrus: An fMRI study (2009) (40)
Lithium increases slow wave sleep: possible mediation by brain 5-HT2 receptors? (1989) (40)
A Metropolis–Hastings algorithm for dynamic causal models (2007) (40)
Precision Psychiatry. (2017) (39)
Stochastic Chaos and Markov Blankets (2021) (39)
Neurophysiologically-informed markers of individual variability and pharmacological manipulation of human cortical gamma (2017) (39)
Erratum: Signal-, set- and movement-related activity in the human brain: An event-related fMRI study (Cerebral Cortex (January/February 1999) 9:1 (35- 49 (1999) (39)
The labile brain. III. Transients and spatio-temporal receptive fields. (2000) (38)
Generative models, linguistic communication and active inference (2020) (38)
Effects of motivation on reward and attentional networks: an fMRI study (2012) (38)
A World Unto Itself: Human Communication as Active Inference (2019) (38)
Gradient-free MCMC methods for dynamic causal modelling (2015) (38)
The effect of the muscarinic antagonist scopolamine on regional cerebral blood flow during the performance of a memory task (1995) (38)
Extended active inference: Constructing predictive cognition beyond skulls (2020) (38)
Model selection and gobbledygook: Response to Lohmann et al. (2013) (38)
The Discrete and Continuous Brain: From Decisions to Movement—And Back Again (2018) (37)
Oscillatory, Computational, and Behavioral Evidence for Impaired GABAergic Inhibition in Schizophrenia (2019) (37)
Tracking slow modulations in synaptic gain using dynamic causal modelling: Validation in epilepsy (2015) (37)
Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling (2015) (37)
A more precise look at context in autism (2015) (37)
Task relevance modulates the behavioural and neural effects of sensory predictions (2017) (37)
Functional MRI in SUNCT shows differential hypothalamic activation with increasing pain (2004) (37)
Estimating anatomical trajectories with Bayesian mixed-effects modeling (2015) (37)
The temporal dynamics of reading: a PET study (1997) (37)
Identification of degenerate neuronal systems based on intersubject variability (2006) (36)
The neurotransmitter basis of cognition: psychopharmacological activation studies using positron emission tomography. (1991) (36)
Neural processes mediating contextual influences on human choice behaviour (2016) (36)
In vitro neurons learn and exhibit sentience when embodied in a simulated game-world (2021) (36)
Approaches to the cortical analysis of auditory objects (2007) (36)
Life and Understanding: The Origins of “Understanding” in Self-Organizing Nervous Systems (2016) (36)
Endogenous opiate response to pain in rheumatoid arthritis and cortical and subcortical response to pain in normal volunteers using positron emission tomography. (1991) (36)
Active inference and the anatomy of oculomotion (2018) (36)
Approximate Bayesian inference as a gauge theory (2017) (36)
Exploring the temporal nature of hemodynamic responses of cortical motor areas using functional MRI (1998) (36)
The role of registration and spatial normalisation in detecting activations in functional imaging (1997) (36)
Dynamic causal modelling of fluctuating connectivity in resting-state EEG (2018) (36)
Embodied neurology: an integrative framework for neurological disorders (2016) (35)
Markov blankets in the brain (2020) (35)
Characterising brain images with the general linear model (1997) (35)
Computational modelling of movement-related beta-oscillatory dynamics in human motor cortex☆ (2016) (35)
Keep focussing: striatal dopamine multiple functions resolved in a single mechanism tested in a simulated humanoid robot (2014) (35)
Estimating Directed Connectivity from Cortical Recordings and Reconstructed Sources (2015) (35)
Analysis of intersubject variability in activation: An application to the incidental episodic retrieval during recognition test (2007) (35)
Heritability of the Effective Connectivity in the Resting‐State Default Mode Network (2017) (35)
Attentional Modulation of Vision Versus Proprioception During Action (2019) (34)
EEG–fMRI Information Fusion: Biophysics and Data Analysis (2009) (34)
Hierarchical Dynamic Causal Modeling of Resting-State fMRI Reveals Longitudinal Changes in Effective Connectivity in the Motor System after Thalamotomy for Essential Tremor (2017) (34)
Detecting subject-specific activations using fuzzy clustering (2007) (34)
Introducing a Bayesian model of selective attention based on active inference (2019) (34)
Frequency-Specific Coupling in the Cortico-Cerebellar Auditory System (2008) (34)
The dorsolateral prefrontal cortex, schizophrenia and PET. (1992) (34)
Modules or Mean-Fields? (2020) (33)
Analysis of Dynamic Radioligand Displacement or “Activation” Studies (1997) (33)
Some Interesting Observations on the Free Energy Principle (2020) (33)
Correction: A Neurocomputational Model of the Mismatch Negativity (2013) (33)
The problem of low variance voxels in statistical parametric mapping; a new hat avoids a ‘haircut’ (2012) (33)
Dynamic causal modelling of eye movements during pursuit: Confirming precision-encoding in V1 using MEG (2016) (33)
Lateral geniculate activations can be detected using intersubject averaging and fMRI (1997) (33)
NMDA-receptor antibodies alter cortical microcircuit dynamics (2017) (33)
Differential involvement of cortical and cerebellar areas using dominant and nondominant hands: An FMRI study (2015) (33)
Generic dynamic causal modelling: An illustrative application to Parkinson's disease (2018) (33)
Modeling brain responses. (2005) (33)
Prefrontal Computation as Active Inference (2019) (32)
In vitro neural networks minimise variational free energy (2018) (32)
Bridging the Gap: Dynamic Causal Modeling and Granger Causality Analysis of Resting State Functional Magnetic Resonance Imaging (2016) (32)
Selective Prefrontal Disinhibition in a Roving Auditory Oddball Paradigm Under N-Methyl-D-Aspartate Receptor Blockade (2019) (32)
Linking structural and effective brain connectivity: structurally informed Parametric Empirical Bayes (si-PEB) (2018) (32)
A Global Estimator Unbiased by Local Changes (2001) (31)
Working Memory and Anticipatory Set Modulate Midbrain and Putamen Activity (2013) (31)
Active inference, stressors, and psychological trauma: A neuroethological model of (mal)adaptive explore-exploit dynamics in ecological context (2019) (31)
Basal ganglia‐cortical structural connectivity in Huntington's disease (2015) (31)
On the Marriage of Cognition and Neuroscience (2001) (31)
Dynamical causal modelling for M/EEG: Spatial and temporal symmetry constraints (2009) (31)
Active inference and oculomotor pursuit: The dynamic causal modelling of eye movements (2015) (31)
Neural Correlates of Stimulus Reportability (2009) (30)
A heuristic for the degrees of freedom of statistics based on multiple variance parameters (2003) (30)
Is the free-energy principle neurocentric? (2010) (30)
Active Inference (2022) (30)
Computational Modeling of Electroencephalography and Functional Magnetic Resonance Imaging Paradigms Indicates a Consistent Loss of Pyramidal Cell Synaptic Gain in Schizophrenia (2021) (29)
Embodied inference and spatial cognition (2012) (29)
Top‐down versus bottom‐up attention differentially modulate frontal–parietal connectivity (2019) (29)
Neuronal transients (1995) (29)
Active inference and agency (2014) (28)
CHAPTER 4 – Rigid Body Registration (2007) (28)
Linking canonical microcircuits and neuronal activity: Dynamic causal modelling of laminar recordings (2017) (28)
Changing meaning causes coupling changes within higher levels of the cortical hierarchy (2009) (28)
Neural fields, spectral responses and lateral connections (2011) (28)
Estimating required lockdown cycles before immunity to SARS-CoV-2: Model-based analyses of susceptible population sizes, S0, in seven European countries including the UK and Ireland (2020) (28)
Progressive neurodegeneration following spinal cord injury Implications for clinical trials (2018) (28)
Profiling neuronal ion channelopathies with non-invasive brain imaging and dynamic causal models: Case studies of single gene mutations (2016) (28)
Action-Dependent Processing of Touch in the Human Parietal Operculum and Posterior Insula. (2019) (27)
Bayesian state estimation using generalized coordinates (2011) (27)
Future climates: Markov blankets and active inference in the biosphere (2020) (27)
A free energy principle for generic quantum systems. (2021) (27)
Biological Self-organisation and Markov blankets (2017) (27)
Convolution models for induced electromagnetic responses (2013) (27)
Bayesing qualia: consciousness as inference, not raw datum (2019) (27)
Representation Wars: Enacting an Armistice Through Active Inference (2019) (27)
CHAPTER 37 – Functional connectivity: eigenimages and multivariate analyses (2007) (27)
Positron Emission Tomography in the Study of Brain Metabolism in Psychiatric and Neuropsychiatric Disorders (1990) (26)
Active inference under visuo-proprioceptive conflict: Simulation and empirical results (2020) (26)
The emergence of synchrony in networks of mutually inferring neurons (2019) (26)
Active inference, eye movements and oculomotor delays (2013) (26)
2 – Experimental Design and Statistical Issues (2000) (26)
Deep brain stimulation has state-dependent effects on motor connectivity in Parkinson's disease. (2019) (26)
Hallucinations both in and out of context: An active inference account (2019) (26)
The relationship between dynamic programming and active inference: the discrete, finite-horizon case (2020) (26)
MRI Sensitivity Correction and Tissue Classification (1998) (26)
All Thinking is ‘Wishful’ Thinking (2020) (25)
The functional architectures of addition and subtraction: Network discovery using fMRI and DCM (2017) (25)
On the importance of modeling fMRI transients when estimating effective connectivity: A dynamic causal modeling study using ASL data (2017) (25)
Generalised free energy and active inference: can the future cause the past? (2018) (25)
Studying brain function with neuroimaging (1997) (25)
With an eye on uncertainty: Modelling pupillary responses to environmental volatility (2019) (25)
Interactions among neuronal systems assessed with functional neuroimaging. (2001) (25)
Music in the brain (2022) (25)
Degeneracy and Redundancy in Active Inference (2020) (25)
Everything is connected: Inference and attractors in delusions (2021) (25)
Cerebral function in aging and Alzheimer's disease: the role of PET. (1991) (24)
Dynamic causal modelling of seizure activity in a rat model (2017) (24)
Complex motor task associated with non-linear BOLD responses in cerebro-cortical areas and cerebellum (2015) (24)
Effective connectivity during working memory and resting states: A DCM study (2018) (24)
Using resting-state DMN effective connectivity to characterize the neurofunctional architecture of empathy (2019) (24)
A Factor Graph Description of Deep Temporal Active Inference (2017) (24)
Functional Connectivity of the Pedunculopontine Nucleus and Surrounding Region in Parkinson's Disease (2016) (24)
On conductance-based neural field models (2013) (24)
How Robust are Deep Neural Networks? (2018) (24)
Tensor based morphometry (2000) (24)
Fully three-dimensional nonlinear spatial normalisation: A new approach (1996) (24)
Dynamic causal modeling for evoked responses (2009) (24)
Clinical Applications of Stochastic Dynamic Models of the Brain, Part I: A Primer. (2017) (24)
Bayesian Model Selection for Group Studies (2009) (23)
Active inference, eye movements and oculomotor delays (2014) (23)
Bayesian fusion and multimodal DCM for EEG and fMRI (2019) (23)
Neural masses and fields: modeling the dynamics of brain activity (2014) (23)
Reframing PTSD for computational psychiatry with the active inference framework (2019) (23)
A unifying Bayesian account of contextual effects in value-based choice (2017) (23)
Entropy and cortical activity: information theory and PET findings. (1992) (23)
Imaging the interaction: Epileptic discharges, working memory, and behavior (2012) (23)
Controlling false positive rates in mass-multivariate tests for electromagnetic responses (2011) (23)
The Dynamical and Structural Basis of Brain Activity (2012) (23)
Models of Effective Connectivity in Neural Systems (2007) (22)
False perceptions & false beliefs : Understanding schizophrenia (2013) (22)
Functional neuroimaging of neuropsychologically impaired patients (2001) (22)
Dopamine, Salience, and Response Set Shifting in Prefrontal Cortex (2014) (22)
The UK needs a sustainable strategy for COVID-19 (2020) (22)
The gut microbiome as a biomarker of differential susceptibility to SARS-CoV-2 (2021) (22)
Resting-State Coupling between Core Regions within the Central-Executive and Salience Networks Contributes to Working Memory Performance (2016) (22)
Images of the future: a philosophical coda (1997) (22)
On Bayesian mechanics: a physics of and by beliefs (2022) (21)
Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia (2018) (21)
Temporal difference learning model accounts for responses in human ventral striatum (2002) (21)
Coordination in Behavior and Cognition (2010) (21)
Clinical Applications of Stochastic Dynamic Models of the Brain, Part II: A Review. (2017) (21)
Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence (2019) (21)
Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism (2018) (21)
Comparing dynamic causal models of neurovascular coupling with fMRI and EEG/MEG (2020) (21)
Getting sex into perspective (1996) (21)
Nonlinear coupling between occipital and motor cortex during motor imagery: A dynamic causal modeling study (2013) (21)
Characterising functional integration (1997) (21)
The computational neurology of movement under active inference (2021) (21)
Introduction: multimodal neuroimaging of brain connectivity (2005) (21)
Learning and Generalization under Ambiguity: An fMRI Study (2012) (21)
An Investigation of the Free Energy Principle for Emotion Recognition (2020) (21)
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks (2017) (20)
World model learning and inference (2021) (20)
Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions (2017) (20)
I See Your Effort: Force-Related BOLD Effects in an Extended Action Execution–Observation Network Involving the Cerebellum (2019) (20)
Regulation of rCBF by diffusible signals: An analysis of constraints on diffusion and elimination (1995) (20)
An electrophysiological validation of stochastic DCM for fMRI (2013) (20)
Controlled Optimism: Reply to Sun and Firestone on the Dark Room Problem (2020) (20)
Abnormal frontoparietal synaptic gain mediating the P300 in patients with psychotic disorder and their unaffected relatives (2017) (20)
Graph-partitioned spatial priors for functional magnetic resonance images (2008) (20)
A Bayesian model of context-sensitive value attribution (2016) (20)
Policies and Priors (2012) (20)
Functional Integration in the Brain (2003) (19)
Active inference and cognitive-emotional interactions in the brain. (2015) (19)
Regional cerebral metabolic activity in chronic schizophrenia (1990) (19)
A Free Energy Formulation of Music Generation and Perception: Helmholtz Revisited (2013) (19)
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing (2020) (19)
Neural and phenotypic representation under the free-energy principle (2020) (19)
Parental substance abuse and function of the motivation and behavioral inhibition systems in drug-naïve youth (2012) (19)
Active Inference and Learning in the Cerebellum (2016) (19)
Consciousness and Hierarchical Inference (2013) (19)
Active listening (2020) (19)
Mapping Smoking Addiction Using Effective Connectivity Analysis (2016) (19)
Dynamic Coordination in the Brain (2010) (19)
CHAPTER 41 – Dynamic Causal Models for fMRI (2007) (19)
Intersubject variability and induced gamma in the visual cortex: DCM with empirical Bayes and neural fields (2016) (19)
The Perceptual Shaping of Anticipatory Actions (2017) (18)
Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning (2019) (18)
A thalamo‐prefrontal system for representation in executive response choice (2000) (18)
Anatomically informed basis functions in multisubject studies (2002) (18)
In vivo Measurement of the Volume of Distribution of Water in Cerebral Grey Matter: Effects on the Calculation of Regional Cerebral Blood Flow (1992) (18)
The free energy principle made simpler but not too simple (2022) (18)
A Critique of a New Analysis Proposed for Functional Neuroimaging (1996) (18)
Characterising reward outcome signals in sensory cortex☆ (2013) (18)
Chapter 2 – Spatial Normalization (1999) (18)
Tests for Distributed , Non-focal Brain Activations (1995) (18)
Models of functional neuroimaging data. (2006) (18)
Role of the human rostral supplementary motor area and the basal ganglia in motor sequence control: Investigations with H-2 O-15 PET (vol 79, pg 1070, 1998) (1998) (18)
Gauge Fields in the Central Nervous System (2017) (17)
A Response to Our Theatre Critics (2016) (17)
Single subject epoch (block) auditory fMRI activation data (1999) (17)
Testing and tracking in the UK: A dynamic causal modelling study (2020) (17)
COMMENTS AND CONTROVERSIES How Many Subjects Constitute a Study (1999) (17)
Surprise beyond prediction error (2014) (17)
Attractor models of working memory and their modulation by reward (2008) (17)
Distinct modes of functional connectivity induced by movie-watching (2018) (17)
Distinct neural contributions to metacognition for detecting (but not discriminating) visual stimuli (2019) (16)
Active Inference and Cognitive Consistency (2018) (16)
Examining the Continuity between Life and Mind: Is There a Continuity between Autopoietic Intentionality and Representationality? (2021) (16)
From Generative Models to Generative Passages: A Computational Approach to (Neuro) Phenomenology (2021) (16)
Variability in Action Selection Relates to Striatal Dopamine 2/3 Receptor Availability in Humans: A PET Neuroimaging Study Using Reinforcement Learning and Active Inference Models (2020) (16)
Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference (2021) (16)
Narrative as active inference (2020) (16)
The Homeostatic Logic of Reward (2018) (16)
Second waves, social distancing, and the spread of COVID-19 across the USA (2021) (16)
CHAPTER 1 – A short history of SPM (2007) (16)
Caching mechanisms for habit formation in Active Inference (2019) (16)
Pragmatism and the Pragmatic Turn in Cognitive Science (2016) (15)
Beyond the Desert Landscape (2019) (15)
Brain circuits signaling the absence of emotion in body language (2020) (15)
Generative Models for Active Vision (2021) (15)
Positron emission tomography in psychiatric and neuropsychiatric disorders. (1989) (15)
Modeling subjective belief states in computational psychiatry: interoceptive inference as a candidate framework (2019) (15)
Dynamic Causal Modeling of the Relationship between Cognition and Theta–alpha Oscillations in Adults with Down Syndrome (2019) (15)
What might interoceptive inference reveal about consciousness? (2021) (14)
Impulsivity and Active Inference (2019) (14)
Attention, predictions and expectations, and their violation: attentional control in the human brain (2014) (14)
Deep Active Inference and Scene Construction (2020) (14)
Cerebellar lobules and dentate nuclei mirror cortical force‐related‐BOLD responses: Beyond all (linear) expectations (2017) (14)
Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events (2020) (14)
Predicting IQ change from brain structure: A cross-validation study (2013) (14)
Extracting brain connectivity (2001) (14)
Structure learning in coupled dynamical systems and dynamic causal modelling (2019) (14)
Difficulties with Speech-in-Noise Perception Related to Fundamental Grouping Processes in Auditory Cortex (2019) (14)
Altered effective connectivity in sensorimotor cortices is a signature of severity and clinical course in depression (2021) (14)
Active Inference, Predictive Coding and Cortical Architecture (2015) (14)
Variational representational similarity analysis (2019) (14)
A computational hierarchy in human cortex (2017) (14)
22 – Statistics I: Experimental Design and Statistical Parametric Mapping (2002) (14)
Variational neuroethology: Answering further questions: Reply to comments on "Answering Schrödinger's question: A free-energy formulation". (2018) (13)
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents (2022) (13)
Canonical neural networks perform active inference (2020) (13)
A validation of dynamic causal modelling for 7T fMRI (2018) (13)
Osteopathic Care as (En)active Inference: A Theoretical Framework for Developing an Integrative Hypothesis in Osteopathy (2022) (13)
Classical and Bayesian Inference (2003) (13)
GABAergic cortical network physiology in frontotemporal lobar degeneration (2021) (13)
A neural substrate for musical hallucinosis (1997) (13)
The effect of global signal regression on DCM estimates of noise and effective connectivity from resting state fMRI (2019) (13)
Neurophysiology: The Brain at Work (2008) (13)
Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering (2015) (13)
Brief Mindfulness Meditation Induces Gray Matter Changes in a Brain Hub (2020) (12)
There’s no such thing as a ‘true’ model: the challenge of assessing face validity* (2019) (12)
Entorhinal transformations in abstract frames of reference (2019) (12)
Multivariate SPM: Application to basis function characterisations of event-related fMRI responses (2000) (12)
Perception, as you make it (2016) (12)
Distinct neural contributions to metacognition for detecting, but not discriminating visual stimuli (2020) (12)
A Goal-Directed Bayesian Framework for Categorization (2017) (12)
A novel framework for improving psychiatric diagnostic nosology (2016) (12)
5-HT neuroendocrine responses during psychotropic drug treatment: an investigation of the effects of lithium (1990) (12)
Excitatory versus inhibitory feedback in Bayesian formulations of scene construction (2019) (12)
The neurophysiological architecture of semantic dementia: spectral dynamic causal modelling of a neurodegenerative proteinopathy (2020) (12)
Characterising distributed functional systems (1997) (12)
The neural correlates of consciousness under the free energy principle: From computational correlates to computational explanation (2020) (12)
Correcting for non-sphericity in imaging data using classical and Bayesian approaches (2001) (12)
The evolution of brain architectures for predictive coding and active inference (2021) (12)
Therapeutic Alliance as Active Inference: The Role of Therapeutic Touch and Synchrony (2022) (12)
The fantastic organ (2013) (12)
Auditory Object Analysis (2012) (12)
Dynamic Causal Modelling of Active Vision (2019) (12)
A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing (2018) (11)
Forward models for EEG (2007) (11)
The computational pharmacology of oculomotion (2019) (11)
pymdp: A Python library for active inference in discrete state spaces (2022) (11)
Free Energy and Global Dynamics (2012) (11)
Active inference and epistemic value (vol 6, pg 187, 2015) (2016) (11)
How Active Inference Could Help Revolutionise Robotics (2022) (11)
Dark matter, second waves and epidemiological modelling (2020) (11)
Cortical beta oscillations reflect the contextual gating of visual action feedback (2020) (11)
The role of the hippocampus in weighting expectations during inference under uncertainty (2019) (11)
Special Issues in Functional Magnetic Resonance Imaging (1997) (11)
On the modelling of seizure dynamics (2014) (10)
Mean-Fields and Neural Masses (2008) (10)
Selective processing of nouns and function words in the human brain (1997) (10)
Exploration and preference satisfaction trade-off in reward-free learning (2021) (10)
Taming the shrewdness of neural function: methodological challenges in computational psychiatry (2015) (10)
Seven computations of the social brain (2021) (10)
Methylphenidate and brain activity in a reward/conflict paradigm: Role of the insula in task performance (2014) (10)
On the reliability of model-based predictions in the context of the current COVID epidemic event: impact of outbreak peak phase and data paucity (2020) (10)
Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome (2022) (10)
Updating beliefs beyond the here-and-now: the counter-factual self in anosognosia for hemiplegia (2020) (10)
Immunoceptive inference: why are psychiatric disorders and immune responses intertwined? (2021) (10)
Adiabatic dynamic causal modelling (2021) (10)
Long-Term Physical Exercise and Mindfulness Practice in an Aging Population (2020) (10)
Dynamic Causal Modelling of Brain Responses (2009) (10)
Perceptual learning to discriminate the intensity and spatial location of nociceptive stimuli (2016) (10)
EDITORIAL Functional imaging and neuropsychiatry (1997) (10)
Abnormal frontotemporal interactions in patients with schizophrenia (1995) (10)
REGIONAL CEREBRAL BLOOD-FLOW DURING UNILATERAL ARM AND HAND MOVEMENTS IN HUMAN VOLUNTEERS (1990) (9)
I overthink—Therefore I am not: An active inference account of altered sense of self and agency in depersonalisation disorder (2022) (9)
Tracking and tracing in the UK: a dynamic causal modelling study (2020) (9)
An active inference account of protective behaviours during the COVID-19 pandemic (2021) (9)
Statistics I: experimental design and statistical parametric mapping (2002) (9)
Paradoxical lesions, plasticity and active inference (2020) (9)
Breeding novel solutions in the brain: a model of Darwinian neurodynamics. (2016) (9)
Functional imaging (2007) (9)
Assessment of 18F-FDG PET brain scans in individual patients with statistical parametric mapping. A clinical validation (1996) (9)
Changes in the Effective Connectivity of the Social Brain When Making Inferences About Close Others vs. the Self (2020) (9)
Dynamic causal modelling of phase-amplitude interactions (2019) (9)
Genetic overlap between in-scanner head motion and the default network connectivity (2016) (9)
The experience of coincidence: An integrated psychological and neurocognitive perspective (2016) (9)
Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness (2018) (9)
Symmetries and itineracy in nonlinear systems with many degrees of freedom (2001) (9)
MULAN: Evaluation and ensemble statistical inference for functional connectivity (2018) (9)
Active inference, Bayesian optimal design, and expected utility (2021) (9)
CHAPTER 10 – Covariance Components (2007) (9)
It Is Time to Take a Stand for Medical Research and Against Terrorism Targeting Medical Scientists (2008) (9)
ATTRACTORS IN SONG (2009) (9)
Human hippocampal theta oscillations reflect sequential dependencies during spatial planning (2018) (9)
Statistical Models and Experimental Design (1997) (9)
Functional MRI in SUNCT (Short-lasting Unilateral Neuralgiform headache attacks with Conjunctival injection and Tearing) and SUNA (Short-lasting Unilateral Neuralgiform headache attacks with cranial Autonomic symptoms) shows differential hypothalamic activation with increasing pain (2006) (9)
THE MOTION AREA (AREA V5) OF HUMAN VISUAL-CORTEX (1990) (9)
Deep neurophenomenology: An active inference account of some features of conscious experience and of their disturbance in major depressive disorder (2020) (8)
Neural Mechanisms and Psychology of Psychedelic Ego Dissolution (2021) (8)
Natural selection finds natural gradient (2020) (8)
Minds and Brains, Sleep and Psychiatry (2020) (8)
Integrating Evolutionary, Cultural, and Computational Psychiatry: A Multilevel Systemic Approach (2022) (8)
Optimizing Data for Modeling Neuronal Responses (2018) (8)
Active Tree Search in Large POMDPs (2021) (8)
Non-linear regression in parametric activation studies (1996) (8)
No evidence for a negative prediction error signal in peripheral indicators of sympathetic arousal (2012) (8)
Coping with the variance structure of neuroimaging data (2002) (8)
Dissociable neural responses associated with reward, punishment and risk-taking (1999) (8)
Gamma Oscillations and Neural Field DCMs Can Reveal Cortical Excitability and Microstructure (2014) (8)
Corrigendum to “Bayesian model selection for group studies” [NeuroImage 46 (2009) 1005–1017] (2009) (8)
A pet study of obligate carriers of the predisposition to schizophrenia (1995) (8)
Computational psychiatry: from synapses to sentience (2022) (8)
CHAPTER 24 – Variational Bayes (2007) (8)
Model-based prediction of muscarinic receptor function from auditory mismatch negativity responses (2020) (8)
Stochastic Dynamic Causal Modelling (2009) (8)
Bayesian Modelling of Induced Responses and Neuronal Rhythms (2016) (8)
Self-evidencing babies: Commentary on “Mentalizing homeostasis: The social origins of interoceptive inference” by Fotopoulou & Tsakiris (2017) (8)
Intrinsic and extrinsic motivators of attachment under active inference (2018) (8)
Free-energy and Freud: An update (2012) (8)
CHAPTER 6 – Segmentation (2007) (8)
Attenuating oneself (2020) (8)
Active Inference, Novelty and Neglect. (2018) (7)
Pharmacological challenge and PET imaging (1992) (7)
Modelling lockdown-induced 2nd COVID waves in France (2020) (7)
CHAPTER 3 – Modelling brain responses (2007) (7)
‘Dark matter’, second waves and epidemiological modelling (2020) (7)
The Feature-Based Model of Semantic Memory (2004) (7)
Chapter 5 Image Segmentation (2003) (7)
The value of uncertainty: An active inference perspective (2019) (7)
Brain connectivity workshop, Cambridge UK, may 2003 (2007) (7)
Memory and Markov Blankets (2021) (7)
Active inference and agency: optimal control without cost functions (2012) (7)
Effective connectivity and neuroimaging (1997) (7)
Dynamic causal models for EEG (2007) (7)
A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework (2019) (7)
Computational modeling of perceptual inference: A hierarchical Bayesian approach that allows for individual and contextual differences in weighting of input (2012) (7)
A Variational Approach to Scripts (2020) (7)
Stress and its sequelae: An active inference account of the etiological pathway from allostatic overload to depression (2022) (7)
How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience (2017) (6)
Corrigendum to "Active inference and epistemic value" [Cognitive Neuroscience, 6 (2015), 187-214. doi: 10.1080/17588928.2015.1020053] (2016) (6)
Cancer Niches and Their Kikuchi Free Energy (2021) (6)
The Predictive Brain Must Have a Limitation in Short-Term Memory Capacity (2021) (6)
Systematic noise regularisation for linear inverse solution of the source localisation problem in EEG (2001) (6)
Modelling brain responses (2007) (6)
Bayesian Dysconnections. (2020) (6)
Early perceptual loss in depression (2007) (6)
Positron emission tomography as a research tool in the investigation of psychiatric and psychological disorders. (1991) (6)
Asymmetric high-order anatomical brain connectivity sculpts effective connectivity (2020) (6)
Classical and Bayesian Inference in fMRI (2004) (6)
Response to Comment on “Preserved Feedforward But Impaired Top-Down Processes in the Vegetative State” (2011) (6)
MEG and EEG data fusion: simultaneous localisation of face-evoked responses (2009) (6)
Conservation laws by virtue of scale symmetries in neural systems (2020) (6)
An active inference model of concept learning (2019) (6)
CHAPTER 38 – Effective Connectivity (2007) (6)
Neuromodulatory Control and Language Recovery in Bilingual Aphasia: An Active Inference Approach (2020) (6)
Effective immunity and second waves: a dynamic causal modelling study. (2020) (6)
Neurovascular coupling: insights from multi-modal dynamic causal modelling of fMRI and MEG (2019) (6)
DCM, Conductance Based Models and Clinical Applications (2015) (6)
Recognition of sequences of sequences using nonlinear dynamical systems (2012) (6)
MRI and PET coregistration - A cross-validation of SPM and AIR (1997) (6)
Posterior probability maps (2007) (6)
Bayesian Brains and the Rényi Divergence (2021) (6)
A PET STUDY OF WORD GENERATION IN SCHIZOPHRENIA (1994) (5)
CHAPTER 16 – Hierarchical models for EEG and MEG (2007) (5)
Disconnection and Diaschisis: Active Inference in Neuropsychology (2020) (5)
High-Dimensional Nonlinear Image Registration (1998) (5)
Quantification of degeneracy in Hodgkin-Huxley neurons on Newman-Watts small world network. (2016) (5)
Gene deletion mapping of the X chromosome (2001) (5)
Editorial: Self-Organization in the Nervous System (2017) (5)
Correction for movement-related effects arising from data interpolation in fMRI time-series (1997) (5)
Force Red Low Mens Nike 1 Air Basketball Shoes 5H0tSfnx - dearanthonycomics.com (1994) (5)
Competitive dynamics in the brain: Comment on "Information flow dynamics in the brain" by M.I. Rabinovich et al. (2012) (5)
CHAPTER 33 – Neuronal models of EEG and MEG (2007) (5)
Functional integration: methods for assessing interactions among neuronal systems using brain imaging (2000) (5)
fMRI Evidence for Default Mode Network Deactivation Associated with Rapid Eye Movements in Sleep (2021) (5)
Directed coupling in multi-brain networks underlies generalized synchrony during social exchange (2020) (5)
CEREBRAL RESPONSES TO PAIN IN NORMAL VOLUNTEERS AND PATIENTS WITH PAIN DISORDER MEASURED BY POSITRON EMISSION TOMOGRAPHY (1995) (5)
Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression (2021) (5)
Dynamic causal models and Bayesian model selection (2007) (5)
Transcriptome-wide association study reveals two genes that influence mismatch negativity (2020) (5)
Bayesian inference and posterior probability maps (2002) (5)
Hierarchical disruption in the Bayesian brain: Focal epilepsy and brain networks (2017) (5)
Reverse engineering neural networks to characterise their cost functions (2019) (5)
Generative models, language and active inference (2020) (5)
Editorial: Mapping Psychopathology with fMRI and Effective Connectivity Analysis (2017) (5)
Model selection for PET activation experiments (1996) (5)
Predictive Coding and Stochastic Resonance: Towards a Unified Theory of Auditory (Phantom) Perception (2022) (5)
Multinomial inference on distributed responses in SPM (2010) (5)
Reverse-Engineering Neural Networks to Characterize Their Cost Functions (2020) (5)
Different activation patterns in the occipital cortex of late and congenitally blind subjects (1997) (5)
Measurement of the mapping between intracranial EEG and fMRI recordings in the human brain (2017) (5)
Robust smoothness estimation in statistical parametric maps using residuals from the general linear model (1996) (5)
Methodology for Statistical Parametric Mapping of [18F]Fluorodopa Uptake Rate Using Three-Dimensional PET (1998) (5)
Bayesian inversion of EEG models (2007) (5)
CHAPTER 36 – Functional integration (2007) (5)
Microstructural plasticity in nociceptive pathways after spinal cord injury (2021) (5)
Active inference and emotion (2018) (5)
Some free-energy puzzles resolved: response to Thornton (2010) (5)
475 Functional connectivity during word generation in schizophrenia (1997) (5)
Spatial , Temporal , and Spatiotemporal IndependentComponent Analysis of fMRI (2007) (5)
Brain Informatics and Health (2015) (5)
Action-Oriented Models of Cognitive Processing (2016) (4)
Decision Models and Technology Can Help Psychiatry Develop Biomarkers (2021) (4)
Lexical decision: differences in magnitude and onset as indexed by event-related fMRI (1999) (4)
Some Limit Results for Efficiency in Stochastic fMRI Designs (2002) (4)
Sedation Modulates Frontotemporal Predictive Coding Circuits and the Double Surprise Acceleration Effect (2020) (4)
The effect of apomorphine on regional cerebral blood flow in normal volunteers (1992) (4)
Extracting novel information from neuroimaging data using neural fields (2014) (4)
What does functional MRI measure? Two complementary perspectives (2012) (4)
Critical Slowing and Perception (2014) (4)
Positron Emission Tomography in Psychopharmacology (1990) (4)
Phonological retrieval and semantic processing during naming tasks (1996) (4)
Linking structural and effective brain connectivity: structurally informed Parametric Empirical Bayes (si-PEB) (2018) (4)
Neuronal Models for EEG–fMRI Integration (2009) (4)
Bayesian Belief Updating of Spatiotemporal Seizure Dynamics (2017) (4)
Path integrals, particular kinds, and strange things (2022) (4)
Simulating lesion-dependent functional recovery mechanisms (2021) (4)
Dynamic causal modelling of COVID-19 [ version 2 ; peer review : 2 approved ] (2020) (4)
Bayesian Treatments of Neuroimaging Data (2006) (4)
Active inference, selective attention, and the cocktail party problem (2021) (4)
Attention to action: specific modulation of cortico-cortical interactions in humans (2001) (4)
Uncoupling Sensation and Perception in Human Time Processing (2020) (4)
Self-organisation, inference and cognition: comment on "Consciousness, crosstalk, and the mereological fallacy: an evolutionary perspective" by Rodrick Wallace. (2012) (4)
Demystifying active inference (2019) (4)
Musicianship and melodic predictability enhance neural gain in auditory cortex during pitch deviance detection (2021) (4)
Open science communication: The first year of the UK's Independent Scientific Advisory Group for Emergencies (2022) (4)
Blood Oxygenation Level-Dependent Response to Multiple Grip Forces in Multiple Sclerosis: Going Beyond the Main Effect of Movement in Brodmann Area 4a and 4p (2021) (4)
Special Issue: Cognition in Neuropsychiatric Disorders (2012) (4)
Set-level threshold-free tests on the intrinsic volumes of SPMs (2013) (4)
NMDA receptor blockade causes selective prefrontal disinhibition in a roving auditory oddball paradigm (2017) (4)
Dynamic causal modelling of COVID-19 [version 1;peer review: awaiting peer review] (2020) (4)
The Bayesian Savant (2016) (4)
NEURAL BASES OF MUSICAL HALLUCINATIONS (2014) (4)
Object recognition is enabled by an experience-dependent appraisal of visual features in the brain’s value system (2020) (4)
Neural Systems Under Change of Scale (2021) (4)
Effect of the 5-HT1A partial agonist buspirone on regional cerebral blood flow in man (2005) (4)
Variational Bayes under the Laplace approximation (2007) (4)
Sentient Self-Organization: Minimal dynamics and circular causality (2017) (4)
The role of prestimulus activity in visual extinction☆ (2013) (4)
The Effect of Inter-Stimulus Interval on Signal Response in fMRI (1998) (4)
Experimental design and statistical issues (2000) (4)
I overthink—therefore I am not: Altered Sense of Self and Agency in Depersonalisation Disorder (2021) (4)
Neural Fields, Masses and Bayesian Modelling (2014) (4)
Neuron Perspective Canonical Microcircuits for Predictive Coding (2012) (3)
Synchronization in the connectome: Metastable oscillatory modes emerge from interactions in the brain spacetime network (2022) (3)
On the Map-Territory Fallacy Fallacy (2022) (3)
A Drive towards Thermodynamic Efficiency for Dissipative Structures in Chemical Reaction Networks (2021) (3)
Effective immunity and second waves: a dynamic causal modelling study (2020) (3)
Computational Nosology and Precision Psychiatry A Proof of Concept (2016) (3)
Brain information processing capacity modeling (2022) (3)
P449 The role of rostral supplementary motor area and basal ganglia in motor sequence control (1996) (3)
A mixed generative model of auditory word repetition (2022) (3)
Very particular: Comment on "How particular is the physics of the free energy principle?" (2022) (3)
Dynamic causal modelling of immune heterogeneity (2020) (3)
CHAPTER 52 – The Analysis of Brain PET Radioligand Displacement Studies (1996) (3)
Social intelligence model with multiple internal models (2018) (3)
Characterization of PET data using anatomically informed basis functions (2000) (3)
Abstracts of Presentations at the International Conference on Basic and Clinical Multimodal Imaging (BaCI), a Joint Conference of the International Society for Neuroimaging in Psychiatry (ISNIP), the International Society for Functional Source Imaging (ISFSI), the International Society for Bioelectr (2013) (3)
Network constraints in scale free dynamical systems. (2019) (3)
Brain network analyses in clinical neuroscience (2019) (3)
The Variational Principles of Cognition (2017) (3)
I am therefore I think (2016) (3)
An Active Inference Account of Touch and Verbal Communication in Therapy (2022) (3)
When do bursts matter in the primary motor cortex? Investigating changes in the intermittencies of beta rhythms associated with movement states (2022) (3)
Variability and reliability of effective connectivity within the core default mode network: A longitudinal spectral DCM study (2018) (3)
An insula hierarchical network architecture for active interoceptive inference (2022) (3)
The Variational Principles of Action (2017) (3)
Advanced Neuroscience Technologies (2006) (3)
The free energy principle induces neuromorphic development (2022) (3)
Mathematical Appendix (2021) (3)
Passive motion and active inference: Commentary on "Muscleless motor synergies and actions without movements: From motor neuroscience to cognitive robotics" by Vishwanathan Mohan, Ajaz Bhat and Pietro Morasso. (2019) (3)
The time-course of activity in motor areas during motor learning (1997) (3)
Disconnections in schizophrenia (2003) (3)
Analysis of fMRI data using the general linear statistical model (1996) (3)
Uncovering the underlying mechanisms and whole-brain dynamics of therapeutic deep brain stimulation for Parkinson’s disease (2016) (3)
1 Eigenimages and multivariate analyses (1997) (3)
Au th or ' s pe rs on al co py A free energy principle for the brain (2006) (3)
The Emperor's new topology: Comment on "Topodynamics of metastable brains" by Arturo Tozzi et al. (2017) (3)
AI ethics in computational psychiatry: From the neuroscience of consciousness to the ethics of consciousness (2021) (3)
Brain Informatics and Health - 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015. Proceedings (2015) (3)
Self-Organization and Compositionality in Cognitive Brains [Further Thoughts] (2014) (3)
Canalization and plasticity in psychopathology (2022) (3)
All grown up: Computational theories of psychosis, complexity, and progress. (2020) (3)
A nonlinear analysis of functional brain architectures (1998) (3)
The free energy principle and autopoiesis : Comment on “ Answering Schrödinger ’ s question : A free-energy formulation ” � by (2018) (3)
Methods for mapping and modeling the human brain: Proceedings of the BrainMap '96 workshop, San Antonio, December 1996 (1997) (3)
Cognition Structural and Functional Brain Networks : From Connections to (2013) (3)
Metastable oscillatory modes emerge from synchronization in the brain spacetime connectome (2022) (3)
Cerebral asymmetry: A voxel based morphometry study of 465 normal adult brains (2001) (3)
How vaccination and contact isolation might interact to suppress transmission of Covid-19: a DCM study (2021) (3)
CHAPTER 19 – Topological Inference (2007) (2)
Active Inferants: An Active Inference Framework for Ant Colony Behavior (2021) (2)
P-11-33 The analysis of brain pet radioligand displacement studies (1995) (2)
Medial frontal lobe overactivity in reality distortion syndrome during word generation: A pet study (1995) (2)
Trust as Extended Control: Human-Machine Interactions as Active Inference (2021) (2)
Inferring Effective Connectivity from fMRI Data (2015) (2)
Distributed source localisation of the M 170 using multiple constraints (2005) (2)
Emergence of associative learning in a neuromorphic inference network (2022) (2)
Author response: Progressive neurodegeneration following spinal cord injury: Implications for clinical trials (2018) (2)
shows bilaterally reduced striatal and nigral dopaminergic function in early Parkinson's disease (1999) (2)
Chapter 4 High-Dimensional Image Warping (2003) (2)
Dynamic causal modelling of mitigated epidemiological outcomes. (2020) (2)
Interictal discharges spread along local recurrent networks between tubers and surrounding cortex (2019) (2)
Characterisation of resting oscillatory cortico-subthalamic connectivity in patients with Parkinson's disease (2010) (2)
APPENDIX 1 – Linear models and inference (2007) (2)
Supervisory mental processes in schizophrenia: A study using PET (1992) (2)
A 12-month projection to September 2022 of the COVID-19 epidemic in the UK using a dynamic causal model (2021) (2)
Neuroimaging and the non-linear brain (1997) (2)
Fronto-limbic integration in schizophrenia: abnormal functional connectivity measured with PET (1993) (2)
Assessment of movement-related signal changes in fMRI (1997) (2)
Are there reading specific brain areas? A meta-analysis of PET data from 72 subjects (2001) (2)
Natural Language Syntax Complies with the Free-Energy Principle (2021) (2)
A Tribute to: Keith Worsley — 1951–2009 (2009) (2)
Nonlinear coupling in the motor system: a DCM study (2009) (2)
A Free energy principle for the brain. Résumé des conférences du Collège de France (2007-2008) (2008) (2)
Self-Organization in the Nervous System (2017) (2)
Corrigendum to ‘Optimal inference with suboptimal models: Addiction and active Bayesian inference’ [Med. Hypotheses 84 (2015) 109–117] (2016) (2)
Relating the "mirrorness" of mirror neurons to their origins. (2014) (2)
Designing Ecosystems of Intelligence from First Principles (2022) (2)
Hippocampal-entorhinal transformations in abstract frames of reference (2018) (2)
Nnc Z∗-open sets in Nnc Topological Spaces (2021) (2)
Hemodynamic latency is associated with reduced intelligence across the lifespan: an fMRI DCM study of aging, cerebrovascular integrity, and cognitive ability (2020) (2)
Publisher Correction: Does Predictive coding have a future? (2018) (2)
What kind of explanation is the constructing and coasting strategy?: Comment on: "The sense of should: A biologically-based framework for modeling social pressure" by Jordan E. Theriault, Liane Young, and Lisa Feldman Barrett. (2020) (2)
Computation and Its Neural Implementationin Human Cognition (2019) (2)
Enhanced top-down sensorimotor processing in somatic anxiety (2021) (2)
1 Basic concepts and overview (1997) (2)
Integrating variational approaches to pattern formation into a deeper physics: Reply to comments on "Morphogenesis as Bayesian inference: A variational approach to pattern formation and manipulation in complex biological systems". (2020) (2)
Age at Hypoxia and the Pattern of Neuropathology in Children with Developmental Amnesia (2001) (2)
Bayesian inferences about the self : A review (2014) (2)
Cognition coming about: Self-organisation and free-energy: Commentary on Wright, J.J. and Bourke, P.D. (2020) "The growth of cognition: Free energy minimization and the embryogenesis of cortical computation". (2020) (2)
Statistical parametric analysis of F-18-fluorodopa PET in early Parkinson's disease (1996) (2)
Perception, attention and memory: A free-energy formulation (2008) (2)
Imaging Brain Structure and Function in Schizophrenia: New Techniques Encounter old Problems (2003) (2)
Augmenting Human Selves Through Artificial Agents – Lessons From the Brain (2022) (2)
CHARACTERIZING FOCAL AND DISTRIBUTED PHYSIOLOGICAL-CHANGES WITH NEUROIMAGING (1993) (2)
Reclaiming saliency: Rhythmic precision-modulated action and perception (2022) (2)
Therapeutic Alliance as Active Inference: The Role of Therapeutic Touch and Biobehavioural Synchrony in Musculoskeletal Care (2022) (2)
Volterra kernels and effective connectivity (2003) (2)
Variational free energy, individual fitness, and population dynamics under acute stress: Comment on "Dynamic and thermodynamic models of adaptation" by Alexander N. Gorban et al. (2021) (2)
Towards a computational (neuro)phenomenology of mental action: modelling meta-awareness and attentional control with deep-parametric active inference (2020) (2)
Image Processing of Functional MRI Data (2007) (2)
Brain PET radioligand displacement studies: modelling 11-C flumazenil displacement by i.v. midazolam in man (1995) (2)
Analysis of multisubject neuroimaging data using anatomically informed basis functions (2001) (2)
Striatal Prediction Error Activity Drives Cortical Connectivity Changes During Associative Learning (2009) (1)
DCM of the MMN 1 1 Dynamic causal modelling of the response to frequency deviants (2009) (1)
GeoSPM: Geostatistical parametric mapping for medicine (2022) (1)
Voxel based morphometry in deletion mapping studies of the X chromosome (2000) (1)
Neural correlates of hand-object congruency effects during action planning (2020) (1)
The Impact of Active Inference on Engineering [Further Thoughts] (2014) (1)
Cerebral mechanisms associated with learning to see in an impoverished context (1997) (1)
CHAPTER 22 – Empirical Bayes and hierarchical models (2007) (1)
Using the LIST model to Estimate the Effects of Contact Tracing on COVID-19 Endemic Equilibria in England and its Regions (2020) (1)
The Mindful Filter (2016) (1)
Stochastic DCM of the DMN using resting-state fMRI: test-retest reliability (2013) (1)
CHAPTER 69 – Smoothness Variance Estimate and Its Effects on Probability Values in Statistical Parametric Maps (1996) (1)
Dynamic Causal Modelling of Dynamic Dysfunction in NMDA-Receptor Antibody Encephalitis (2017) (1)
Different functional networks observed in multiple sclerosis during rest and motor task fMRI (2017) (1)
CHAPTER 34 – Bayesian inversion of dynamic models (2007) (1)
Attentional Modulation in Visual Pathways (1998) (1)
Assessing study-specific regional variation in fMRI signal (2000) (1)
Investigating individual differences in brain (2003) (1)
Ich bin – also denke ich (2016) (1)
PW01-148 - Effective Connectivity Within The Network Of Fearful Facial Affect Recognition In Patients With Bipolar Disorder Compared To Healthy Controls (2010) (1)
EEG andMEGData Analysis in SPM 8 (2014) (1)
What causes second waves? (2020) (1)
Supplementary material from "A variational approach to niche construction" (2018) (1)
CHAPTER 31 – Neuronal models of ensemble dynamics (2007) (1)
Measuring neuromodulation with functional imaging (1997) (1)
A brain basis for musical hallucinations 5 (2014) (1)
TTOM in action: Refining the variational approach to cognition and culture (2020) (1)
BA 4p BOLD response profile distinguishes low and high MS morbidity (2016) (1)
Technical Note Conjunction revisited (2005) (1)
A dynamic system for the analysis of acoustic features and valence of aversive sounds in the human brain. (2013) (1)
Computational Modelling of EEG and fMRI Paradigms Reveals a Consistent Loss of Pyramidal Cell Synaptic Gain in Schizophrenia (2021) (1)
Revealing the Transmission Dynamics of COVID-19: A Bayesian Framework for Rt Estimation (2020) (1)
Statistical parametric mapping (SPM) of mucociliary clearance of inhaled radioaerosols. (1997) (1)
CHAPTER 27 – Forward models for fMRI (2007) (1)
Neuroscience and Biobehavioral Reviews (2014) (1)
Predictive coding: A free-energy formulation (2011) (1)
Year : 2012 Dopamine , affordance and active inference (2016) (1)
Central processing of increasingly complex learned finger sequences: Correlational analysis of 3D H-2 O-15 PET data (1996) (1)
Chapter 6 Morphometry (2003) (1)
Designing Activation Experiments (1998) (1)
The Connected Brain (2016) (1)
The brain network for emotional body language reading: Combined structural and effective connectivity (2017) (1)
Disruption of functional connectivity of M1 and cerebellum in Multiple sclerosis: a long-range functional dysconnection? (2016) (1)
Investigating the relationship between multiple grip forces and BOLD signal in the Cerebellum and dentate nuclei of MS subjects (2017) (1)
Herpes simplex encephalitis: Structural changes analyzed with voxel-based morphometry (2001) (1)
Abnormal Effective Connectivity in the Brain is Involved in Auditory Verbal Hallucinations in Schizophrenia (2017) (1)
CHAPTER 39 – Non-linear coupling and kernels (2007) (1)
Aberrant temporal–spatial complexity of intrinsic fluctuations in major depression (2021) (1)
The global brain: imaging and modelling: Introduction: 2000 Special Issue (2000) (1)
Functional disconnectivity in people with schizophrenia and relatives at high genetic risk: Evidence for trait disconnectivities of bilateral superior temporal gyri (2001) (1)
Scientific communication and the semantics of sentience (2023) (1)
Network recon fi guration and working memory impairment in mesial temporal lobe epilepsy (2013) (1)
Connectionist approaches to functional neuroimaging (1993) (1)
1 A taxonomy of study design (1997) (1)
Response to commentaries: From complexity to epistemic emotions (2015) (1)
Non linear coupling between evoked rCBF and BOLD signals: A simulation study of hemodynamic responses (2001) (1)
Brain Computations in Schizophrenia (2016) (1)
The importance of being precise: Commentary on “New Project for a Scientific Psychology: General Scheme” by Mark Solms (2020) (1)
Sedation modulates fronto-temporal predictive coding circuits and the double surprise acceleration effect (2020) (1)
Analyzing functional and effective connectivity with fMRI (2010) (1)
A Critique of a New Analysis Proposed for Functional Neuroimaging (1996) (1)
High-sensitivity functional MRI of medial temporal lobes detects encoding-related perirhinal responses (2001) (1)
Year : 2011 Generalised filtering and stochastic DCM for fMRI (2017) (1)
Self-Organization and Compositionality in Cognitive Brains (2014) (1)
Modelling Effective Connectivity with Dynamic Causal Models (2014) (1)
Functional response to a complex visuo-motor task supports local compensatory mechanisms in Multiple Sclerosis (2016) (1)
Monotonic Temporal Effects in PET are Regionally Specific (1998) (1)
Dynamic causal models of brain responses (2004) (1)
Supplementary material from "Is predictability salient? A study of attentional capture by auditory patterns" (2016) (1)
Cross-validation of FMRI and PET using a quantitative force-related paradigm (1996) (1)
Effective connectivity during reading: the effects of word type and stimulus rate (2001) (1)
The healthy human cerebellum engaging in complex patterns: An fMRI study (2015) (1)
Second waves, social distancing, and the spread of COVID-19 across the USA. (2021) (1)
Trust as Extended Control: Active Inference and User Feedback During Human-Robot Collaboration (2021) (1)
Control flow in active inference systems (2023) (1)
Coherent waves of myelin plasticity during motor-skill learning (2021) (1)
The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior (2019) (1)
The ultimate trick?: Comment on: "The Markov blanket trick: On the scope of the free energy principle and active inference" by Raja et al. (2022) (1)
Structure learning enhances concept formation in synthetic Active Inference agents (2022) (1)
Synthetic Spatial Foraging With Active Inference in a Geocaching Task (2022) (1)
Neurophysiological consequences of synapse loss in progressive supranuclear palsy. (2022) (1)
Dynamic causal modelling of COVID-19 and its mitigations (2022) (1)
Insula Interoception, Active Inference and Feeling Representation (2021) (1)
Experimental validation of the free-energy principle with in vitro neural networks (2022) (1)
Global dynamics of neural mass models (2022) (1)
A variational synthesis of evolutionary and developmental dynamics (2023) (1)
Rendering neuronal state equations compatible with the principle of stationary action (2021) (1)
The Active Bayesian Brain and the Rorschach Task (2022) (1)
Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo (2023) (1)
Earth system resilience through planetary active inference. (2021) (1)
[C-11] DIPRENORPHINE ACTIVATION STUDY IN PATIENTS WITH READING EPILEPSY (1995) (1)
A Generic Framework for fMRI-constrained MEG Source Reconstruction (2009) (1)
STATISTICAL-ANALYSIS OF COMPLEX IMAGES - EXPERIENCES WITH POSITRON EMISSION TOMOGRAPHY (1993) (1)
Improving Heritability Estimates with REML (2009) (1)
Fighting seizures with seizures: diffusion and stability in neural systems (2020) (0)
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