Nikolaus Kriegeskorte

Nikolaus Kriegeskorte's AcademicInfluence.com Rankings

Biology

#9509

World Rank

#12724

Historical Rank

Neuroscience

#1392

World Rank

#1440

Historical Rank

biology Degrees

Download Badge

Biology

Nikolaus Kriegeskorte's Degrees

Bachelors Physics University of Bonn

Why Is Nikolaus Kriegeskorte Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Nikolaus Kriegeskorte'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

Representational Similarity Analysis – Connecting the Branches of Systems Neuroscience (2008) (2494)
Circular analysis in systems neuroscience: the dangers of double dipping (2009) (2444)
Information-based functional brain mapping. (2006) (1962)
Matching Categorical Object Representations in Inferior Temporal Cortex of Man and Monkey (2008) (1149)
Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation (2014) (977)
Deep neural networks: a new framework for modelling biological vision and brain information processing (2015) (758)
Representational geometry: integrating cognition, computation, and the brain (2013) (640)
A Toolbox for Representational Similarity Analysis (2014) (635)
A deep learning framework for neuroscience (2019) (509)
Best practices in data analysis and sharing in neuroimaging using MRI (2016) (492)
Individual faces elicit distinct response patterns in human anterior temporal cortex (2007) (492)
Comparison of multivariate classifiers and response normalizations for pattern-information fMRI (2010) (439)
Revealing representational content with pattern-information fMRI--an introductory guide. (2009) (419)
Neural correlates of trust (2007) (370)
Reliability of dissimilarity measures for multi-voxel pattern analysis (2016) (334)
Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network (2003) (333)
Representational dynamics of object vision: the first 1000 ms. (2013) (326)
An Efficient Algorithm for Topologically Correct Segmentation of the Cortical Sheet in Anatomical MR Volumes (2001) (263)
Analyzing for information, not activation, to exploit high-resolution fMRI (2007) (255)
Cognitive computational neuroscience (2018) (255)
Primary Visual Cortex Activity along the Apparent-Motion Trace Reflects Illusory Perception (2005) (232)
Population coding of affect across stimuli, modalities and individuals (2014) (219)
Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis (2017) (216)
Retrieval Induces Adaptive Forgetting of Competing Memories via Cortical Pattern Suppression (2015) (201)
Everything You Never Wanted to Know about Circular Analysis, but Were Afraid to Ask (2010) (200)
Episodic Reinstatement in the Medial Temporal Lobe (2012) (191)
Pattern-information analysis: From stimulus decoding to computational-model testing (2011) (184)
Recurrence is required to capture the representational dynamics of the human visual system (2019) (177)
Neural network models and deep learning (2019) (176)
How does an fMRI voxel sample the neuronal activity pattern: Compact-kernel or complex spatiotemporal filter? (2010) (172)
Awake reactivation predicts memory in humans (2013) (168)
Recurrent Convolutional Neural Networks: A Better Model of Biological Object Recognition (2017) (165)
High-level visual object representations are constrained by position. (2010) (162)
Deep Neural Networks in Computational Neuroscience (2018) (144)
Inverse MDS: Inferring Dissimilarity Structure from Multiple Item Arrangements (2012) (141)
Human Object-Similarity Judgments Reflect and Transcend the Primate-IT Object Representation (2013) (132)
Apparent Motion: Event-Related Functional Magnetic Resonance Imaging of Perceptual Switches and States (2002) (131)
Unique semantic space in the brain of each beholder predicts perceived similarity (2014) (127)
Interpreting encoding and decoding models (2018) (101)
A Head View-Invariant Representation of Gaze Direction in Anterior Superior Temporal Sulcus (2011) (101)
Relating Population-Code Representations between Man, Monkey, and Computational Models (2009) (93)
Recurrence required to capture the dynamic computations of the human ventral visual stream (2019) (86)
Abstract encoding of auditory objects in cortical activity patterns. (2013) (85)
Deep Convolutional Neural Networks Outperform Feature-Based But Not Categorical Models in Explaining Object Similarity Judgments (2017) (83)
Open Evaluation: A Vision for Entirely Transparent Post-Publication Peer Review and Rating for Science (2012) (82)
Individual differences among deep neural network models (2020) (80)
The Emergence of Semantic Meaning in the Ventral Temporal Pathway (2014) (77)
Face-identity change activation outside the face system: "release from adaptation" may not always indicate neuronal selectivity. (2010) (77)
Perceptual similarity of visual patterns predicts dynamic neural activation patterns measured with MEG (2016) (71)
Peeling the Onion of Brain Representations. (2019) (70)
Faciotopy—A face-feature map with face-like topology in the human occipital face area (2015) (68)
Choosing the Rules: Distinct and Overlapping Frontoparietal Representations of Task Rules for Perceptual Decisions (2013) (67)
Visual features as stepping stones toward semantics: Explaining object similarity in IT and perception with non-negative least squares (2015) (66)
Human Cortical Object Recognition from a Visual Motion Flowfield (2003) (65)
fMRI orientation decoding in V1 does not require global maps or globally coherent orientation stimuli (2012) (62)
Recurrent neural networks can explain flexible trading of speed and accuracy in biological vision (2019) (61)
Fixed versus mixed RSA: Explaining visual representations by fixed and mixed feature sets from shallow and deep computational models (2016) (60)
Reaction Time for Object Categorization Is Predicted by Representational Distance (2014) (59)
Going in circles is the way forward: the role of recurrence in visual inference (2020) (59)
Categorical, Yet Graded – Single-Image Activation Profiles of Human Category-Selective Cortical Regions (2012) (59)
Representational Similarity Mapping of Distributional Semantics in Left Inferior Frontal, Middle Temporal, and Motor Cortex (2017) (58)
Auditory motion direction encoding in auditory cortex and high‐level visual cortex (2012) (57)
Combining the tools: Activation- and information-based fMRI analysis (2007) (57)
Visual representations are dominated by intrinsic fluctuations correlated between areas (2015) (55)
Neural tuning and representational geometry (2021) (54)
Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components (2002) (52)
Visual population codes : toward a common multivariate framework for cell recording and functional imaging (2012) (51)
An emerging consensus for open evaluation: 18 visions for the future of scientific publishing (2012) (51)
Pattern‐information fMRI: New questions which it opens up and challenges which face it (2010) (49)
Distinct representations of basic taste qualities in human gustatory cortex (2019) (49)
Perception and Processing of Faces in the Human Brain Is Tuned to Typical Feature Locations (2016) (48)
An ecologically motivated image dataset for deep learning yields better models of human vision (2021) (47)
Inferring brain-computational mechanisms with models of activity measurements (2016) (45)
Controversial stimuli: Pitting neural networks against each other as models of human cognition (2019) (45)
Spatiotemporal Searchlight Representational Similarity Analysis in EMEG Source Space (2012) (44)
Direction-Sensitive Codes for Observed Head Turns in Human Superior Temporal Sulcus (2011) (42)
Representational Distance Learning for Deep Neural Networks (2015) (41)
Adjudicating between face-coding models with individual-face fMRI responses (2016) (37)
The spatiotemporal neural dynamics underlying perceived similarity for real-world objects (2019) (36)
Circular inference in neuroscience: The dangers of double dipping (2010) (33)
Diverse deep neural networks all predict human IT well, after training and fitting (2020) (33)
Deep Learning for Cognitive Neuroscience (2019) (31)
FFA and OFA Encode Distinct Types of Face Identity Information (2020) (31)
Voodoo Correlations in Social Neuroscience (2008) (31)
Seeing patterns through the hemodynamic veil — The future of pattern-information fMRI (2012) (30)
Diverse Deep Neural Networks All Predict Human Inferior Temporal Cortex Well, After Training and Fitting (2021) (30)
Rapid Invariant Encoding of Scene Layout in Human OPA (2019) (30)
GLMdenoise improves multivariate pattern analysis of fMRI data (2018) (26)
Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods (2011) (26)
Faces and voices in the brain: A modality-general person-identity representation in superior temporal sulcus (2018) (26)
Intrinsic Structure of Visual Exemplar and Category Representations in Macaque Brain (2013) (23)
Artifactual time‐course correlations in echo‐planar fMRI with implications for studies of brain function (2008) (23)
Inferring exemplar discriminability in brain representations (2016) (22)
Mind the drift - improving sensitivity to fMRI pattern information by accounting for temporal pattern drift (2015) (22)
Promises and challenges of human computational ethology (2021) (20)
The brain of the beholder: honouring individual representational idiosyncrasies (2015) (20)
Pattern-information fMRI: New questions which it opens up and challenges which face it (2010) (18)
Analysing linear multivariate pattern transformations in neuroimaging data (2018) (18)
Capturing the objects of vision with neural networks (2021) (18)
Recurrent networks can recycle neural resources to flexibly trade speed for accuracy in visual recognition (2019) (16)
Similarity, not complexity, determines visual working memory performance. (2015) (16)
Beyond open access: visions for open evaluation of scientific papers by post-publication peer review (2012) (16)
Noise ceiling on the crossvalidated performance of reweighted models of representational dissimilarity: Addendum to Khaligh-Razavi & Kriegeskorte (2014) (2020) (15)
Neural dynamics of real-world object vision that guide behaviour (2017) (15)
Comparing representational geometries using whitened unbiased-distance-matrix similarity (2020) (15)
Robustly representing inferential uncertainty in deep neural networks through sampling (2016) (14)
Robustly representing uncertainty in deep neural networks through sampling (2016) (14)
Distinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signals (2020) (13)
Prospective motion correction improves the sensitivity of fMRI pattern decoding (2018) (11)
Crossvalidation in Brain Imaging Analysis (2015) (11)
The Representational Dynamics of Perceived Voice Emotions Evolve from Categories to Dimensions (2021) (10)
Un co rre cte d Pr oo f RT for Object Categorization Is Predicted by Representational Distance (2013) (10)
Explaining the hierarchy of visual representational geometries by remixing of features from many computational vision models (2014) (10)
Deep convolutional neural networks, features, and categories perform similarly at explaining primate high-level visual representations (2018) (8)
Face dissimilarity judgments are predicted by representational distance in morphable and image-computable models (2021) (8)
Local opposite orientation preferences in V1: fMRI sensitivity to fine-grained pattern information (2016) (8)
Artifactual time-course correlations in echo-planar fMRI with implications for studies of brain function (2008) (7)
Grid Cells for Conceptual Spaces? (2016) (7)
The brain produces mind by modeling (2020) (7)
Viewing Ambiguous Social Interactions Increases Functional Connectivity between Frontal and Temporal Nodes of the Social Brain (2021) (7)
Representation of uncertainty in deep neural networks through sampling (2016) (7)
From categories to dimensions: spatio-temporal dynamics of the cerebral representations of emotion in voice (2018) (6)
What's there, distinctly, when and where? (2014) (6)
Comparing representational geometries using the unbiased distance correlation (2020) (6)
Deep neural networks trained with heavier data augmentation learn features closer to representations in hIT (2018) (6)
Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three (2020) (5)
Building machines that adapt and compute like brains (2017) (5)
Functional magnetic resonance imaging of the human object-vision system : methodological and empirical contributions (2004) (4)
Robustly representing uncertainty through sampling in deep neural networks (2017) (4)
Perceptual similarity of visual patterns predicts the similarity of their dynamic neural activation patterns measured with MEG (2015) (4)
Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction (2020) (4)
Neural network models and deep learning - a primer for biologists (2019) (4)
The neuroconnectionist research programme (2022) (4)
Intrinsic cortical dynamics dominate population responses to natural images across human visual cortex (2014) (3)
Semantic Data Set Construction from Human Clustering and Spatial Arrangement (2021) (3)
The selfish scientist’s guide to preprint posting (2016) (3)
Animacy Dimensions Ratings and Approach for Decorrelating Stimuli Dimensions (2018) (3)
Adaptive Geo-Topological Independence Criterion (2018) (3)
Disentangling five dimensions of animacy in human brain and behaviour (2021) (3)
The evolving representation of objects in the human brain. (2012) (3)
Beware of the beginnings: intermediate and higher-level representations in deep neural networks are strongly affected by weight initialization (2018) (3)
Testing the limits of natural language models for predicting human language judgments (2022) (3)
Sudden emergence of categoricality at the lateral-occipital stage of ventral visual processing (2016) (3)
Distance-Based Partial Least Squares Analysis (2013) (3)
Representational fMRI analysis : an introductory tutorial (2014) (2)
Intersubject information mapping: revealing canonical representations of complex natural stimuli (2015) (2)
Feed-forward, feed-back, and distributed feature representation during visual word recognition revealed by human intracranial neurophysiology (2020) (2)
Corrigendum: Recurrent Convolutional Neural Networks: A Better Model of Biological Object Recognition (2018) (2)
Statistical inference on representational geometries (2021) (2)
Relating neural object representations to perceptual judgments with representational similarity analysis (2010) (2)
Ramp coding with population averaging predicts human cortical face-space representations and perception (2015) (2)
Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamics (2021) (1)
Face dissimilarity judgements are predicted by representational distance in deep neural networks and principal-component face space (2021) (1)
Retinotopic priors for eyes and mouth in face perception and face sensitive cortex (2014) (1)
The Arrow of Time: How Does the Brain Represent Natural Temporal Structure? (2008) (1)
Distinct representations of basic taste qualities in human gustatory cortex (2019) (1)
Population-code representations of natural images across human visual areas (2013) (1)
Intrinsic Structure of Visual Exemplars and Category Representations in Macaque Brain (2013) (1)
Visualizing the geometry of labeled high-dimensional data with spheres (2021) (1)
Characterizing the spatio-temporal dynamics of behavior-related neural activity during human visual object perception (2017) (1)
Adaptive Independence Tests with Geo-Topological Transformation (2018) (1)
PLOS Computational Biology 2017 Reviewer and Editorial Board Thank You (2018) (1)
What is the nature of the decodable neuromagnetic signal? MEG, Models, and Perception. (2014) (1)
The effects of recurrent dynamics on ventral-stream representational geometry. (2015) (1)
Meaningful feedback to occluded V1 is improved by increasing local information in the surround (2016) (1)
Representational similarity analysis — relating hi-res fMRI to other modalities and to computational models (2010) (1)
Ranking 96 object images by their activation of FFA (2010) (1)
Patterns of fMRI activity representing perceived direction in apparent motion (2008) (1)
Visualizing Representational Dynamics with Multidimensional Scaling Alignment (2019) (1)
Mixing deep neural network features to explain brain representations (2016) (1)
Interpreting brain images: reflections on an adolescent field Stephen José Hanson Martin Bunzl (2010) (1)
Visual features versus categories: Explaining object representations in primate IT and deep neural networks with weighted representational modeling (2016) (1)
Rapid event-related, BOLD fMRI, non-human primates (NHP): choose two out of three (2020) (1)
Searchlight-based brain morphological classification analysis (2009) (1)
3D structure from motion and structure from on-surface motion of human faces and simple objects — psychophysics and fMRI (2001) (1)
Distinguishing representational geometries with controversial stimuli: Bayesian experimental design and its application to face dissimilarity judgments (2022) (1)
Category-specific representational patterns in left inferior frontal and temporal cortex reflect similarities and differences in the sensorimotor and distributional properties of concepts (2021) (1)
The neuroscientific exploitation of high-resolution functional magnetic resonance imaging (2006) (1)
Response patterns in human Superior Temporal Sulcus discriminate the direction of observed head turns (2010) (1)
Perceived ambiguity of social interactions increases coupling between frontal and temporal nodes of the social brain (2020) (1)
Categorical selectivity in the visual pathway revealed by fMRI in awake macaques (2017) (1)
Categorical neural processing of environmental sounds: activation- and information-based mapping (2010) (0)
A unifying framework for understanding neural tuning and representational geometry (2020) (0)
Vision as transformation of representational geometry (2014) (0)
Rapid event-related, BOLD, NHP: choose two out of three (2020) (0)
Analyzing disentanglement of visual objects in semi-supervised neural networks (2019) (0)
Local opposite orientation preferences in V1: fMRI sensitivity to fine-grained pattern information (2017) (0)
Author Correction: Retrieval induces adaptive forgetting of competing memories via cortical pattern suppression (2018) (0)
Controversial stimuli: adjudicating between deep neural network models of biological vision with synthetic images (2020) (0)
Representation of scene layout in human OPA is fast and invariant to surface-texture (2019) (0)
Representational dynamics in the human ventral stream captured in deep recurrent neural nets (2018) (0)
Faces and voices in the brain: RSA reveals modality-general person-identity representations in the STS (2018) (0)
Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networks (2023) (0)
What is a perceptual object? Human behavioral challenges for deep neural network modeling (2019) (0)
Correction: Inferring exemplar discriminability in brain representations (2021) (0)
Modelling Human Visual Uncertainty using Bayesian Deep Neural Networks (2018) (0)
Faciotopy – a face-feature map with face-like topology in the occipital face area (2013) (0)
Testing within-category exemplar discriminability in pattern-information analysis (2012) (0)
Representational geometry measures predict categorisation speed for particular visual objects (2014) (0)
Predicting face dissimilarity judgements from Basel Face Space. (2015) (0)
TorchLens: A Python package for extracting and visualizing hidden activations of PyTorch models (2023) (0)
Representational dynamics: the temporal evolution of neural population coding in nonhuman primate inferior temporal cortex (2016) (0)
Distinct identity information encoded in FFA and OFA (2020) (0)
Visualizing the global geometry of population representations of multiple visual object categories with spheres (2018) (0)
Category specificities in the neural processing of environmental sounds: information-based mapping (2010) (0)
Author Correction: Retrieval induces adaptive forgetting of competing memories via cortical pattern suppression (2018) (0)
Cognitive computational neuroscience (2018) (0)
Functional readout analysis reveals nonlinear representational transformation from early visual to category-selective regions (2017) (0)
Flying Objects: Challenging humans and machines in dynamic object vision (2022) (0)
The pervasive influence of position on object processing: From brain to behavior (2010) (0)
RDM correlations between brain regions and not-strongly-supervised models. (2014) (0)
Gaze Direction Representations in Human Superior Temporal Sulcus are Invariant to Head View (2011) (0)
Do responses in nonhuman primate inferior temporal cortex reflect external variables or internal dynamics? (2019) (0)
Exploring visual object representations with similarity-matrix analysis (2010) (0)
A neural network family for systematic analysis of RF size and computational-path-length distribution as determinants of neural predictivity and behavioral performance (2022) (0)
Reaction Time for Rapid Object Categorization is Predicted by a Representational Decision-Boundary in Inferior Temporal Cortex (IT) (2013) (0)
Presentations and notes from the Helping STEM Researchers Publish event on 8 February 2017 (2017) (0)
5000 Comparing Functional Contrast and Pattern Information across fMRI Resolutions (2013) (0)
Near-perfect prediction of reaction time for face gender judgments based on activity in ventral temporal cortex. (2015) (0)
Probabilistic representations should be defined by their computational role: reply to Rahnev et al. 2021 (2021) (0)
Facial similarity judgements are well predicted by image-computable DNNs and a statistical face distribution model (2021) (0)
Recognizing a person by face: Dissociating brain regions involved in perceptual and conceptual components of person identification (2010) (0)

This paper list is powered by the following services:

What Schools Are Affiliated With Nikolaus Kriegeskorte?

Nikolaus Kriegeskorte is affiliated with the following schools:

Stanford University
Columbia University
Maastricht University
University of Bonn
University of Cambridge