Stephen Grossberg | Academic Influence

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Stephen Grossberg

Psychology

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Stephen Grossberg

Computer Science

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#601

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#314

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Computational Neuroscience

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#1

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#60

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Stephen Grossberg's Degrees

PhD Psychology Stanford University
Bachelors Psychology Cornell University

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Why Is Stephen Grossberg Influential?

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According to Wikipedia, Stephen Grossberg is a cognitive scientist, theoretical and computational psychologist, neuroscientist, mathematician, biomedical engineer, and neuromorphic technologist. He is the Wang Professor of Cognitive and Neural Systems and a Professor Emeritus of Mathematics & Statistics, Psychological & Brain Sciences, and Biomedical Engineering at Boston University.

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Stephen Grossberg'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

A massively parallel architecture for a self-organizing neural pattern recognition machine (1988) (2856)
Absolute stability of global pattern formation and parallel memory storage by competitive neural networks (1983) (2317)
Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps (1992) (2187)
Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system (1991) (1834)
Nonlinear neural networks: Principles, mechanisms, and architectures (1988) (1634)
Competitive Learning: From Interactive Activation to Adaptive Resonance (1987) (1537)
The ART of adaptive pattern recognition by a self-organizing neural network (1987) (1360)
ARTMAP: supervised real-time learning and classification of nonstationary data by a self-organizing neural network (1991) (1093)
Neural dynamics of form perception: boundary completion, illusory figures, and neon color spreading. (1985) (1092)
Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors (1976) (1035)
How does a brain build a cognitive code (1980) (993)
ART 2: self-organization of stable category recognition codes for analog input patterns. (1987) (974)
Neural dynamics of perceptual grouping: Textures, boundaries, and emergent segmentations (1985) (888)
Art 2: Self-Organization Of Stable Category Recognition Codes For Analog Input Patterns (1988) (746)
Adaptive pattern classification and universal recoding: II. Feedback, expectation, olfaction, illusions (1976) (739)
Neural Networks and Natural Intelligence (1988) (688)
How does a brain build a cognitive code? (1980) (604)
Adaptive Control Processes (2010) (586)
ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures (1990) (576)
Contour Enhancement , Short Term Memory , and Constancies in Reverberating Neural Networks (1973) (561)
ART 2-A: an adaptive resonance algorithm for rapid category learning and recognition (1991) (540)
Neural dynamics of planned arm movements: emergent invariants and speed-accuracy properties during trajectory formation (1988) (518)
Studies of mind and brain : neural principles of learning, perception, development, cognition, and motor control (1982) (487)
3-D vision and figure-ground separation by visual cortex (2010) (485)
The Link between Brain Learning, Attention, and Consciousness (1999) (455)
The Attentive Brain (1995) (446)
Neural dynamics of planned arm movements: emergent invariants and speed-accuracy properties during trajectory formation. (1988) (443)
Neural dynamics of 1-D and 2-D brightness perception: A unified model of classical and recent phenomena (1988) (415)
Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world (2013) (405)
Neural dynamics of adaptive timing and temporal discrimination during associative learning (1989) (390)
Adaptive resonance theory (2006) (369)
Processing of expected and unexpected events during conditioning and attention: a psychophysiological theory. (1982) (367)
A Theory of Human Memory: Self-Organization and Performance of Sensory-Motor Codes, Maps, and Plans (1982) (360)
Neural dynamics of word recognition and recall: attentional priming, learning, and resonance. (1986) (359)
A neural model of attention, reinforcement and discrimination learning. (1975) (346)
Neural dynamics of brightness perception: Features, boundaries, diffusion, and resonance (1984) (345)
Pattern Recognition by Self-Organizing Neural Networks (1991) (336)
A Self-Organizing Neural Model of Motor Equivalent Reaching and Tool Use by a Multijoint Arm (1993) (331)
Neural dynamics of attentionally modulated Pavlovian conditioning: blocking, interstimulus interval, and secondary reinforcement. (1987) (324)
How the Basal Ganglia Use Parallel Excitatory and Inhibitory Learning Pathways to Selectively Respond to Unexpected Rewarding Cues (1999) (312)
Contour Enhancement, Short Term Memory, and Constancies in Reverberating Neural Networks (1973) (299)
Contrast-sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex (2000) (298)
Towards a theory of the laminar architecture of cerebral cortex: computational clues from the visual system. (2003) (292)
Cortical dynamics of three-dimensional form, color, and brightness perception: II. Binocular theory (1988) (283)
How does the cerebral cortex work? Learning, attention, and grouping by the laminar circuits of visual cortex. (1999) (282)
How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades (2004) (276)
Some Networks That Can Learn, Remember, and Reproduce any Number of Complicated Space-Time Patterns, I (1969) (260)
Normal and amnesic learning, recognition and memory by a neural model of cortico-hippocampal interactions (1993) (259)
Visual brain and visual perception: how does the cortex do perceptual grouping? (1997) (252)
Metabotropic Glutamate Receptor Activation in Cerebellar Purkinje Cells as Substrate for Adaptive Timing of the Classically Conditioned Eye-Blink Response (1996) (249)
The complementary brain: unifying brain dynamics and modularity (2000) (248)
A neural theory of attentive visual search: interactions of boundary, surface, spatial, and object representations. (1994) (241)
On the dynamics of operant conditioning. (1971) (223)
Synchronized oscillations during cooperative feature linking in a cortical model of visual perception (1991) (221)
Neural dynamics of adaptive sensory-motor control (1986) (215)
Cortical dynamics of three-dimensional figure-ground perception of two-dimensional pictures. (1997) (209)
Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading (1987) (208)
A neural network model of adaptively timed reinforcement learning and hippocampal dynamics. (1992) (207)
Brightness perception, illusory contours, and corticogeniculate feedback (1995) (201)
Adaptive neural networks for control of movement trajectories invariant under speed and force rescaling (1991) (194)
A self-organizing neural network for supervised learning, recognition, and prediction (1992) (193)
How hallucinations may arise from brain mechanisms of learning, attention, and volition (2000) (192)
Behavioral Contrast in Short Term Memory: Serial Binary Memory Models or Parallel Continuous Memory Models? (1978) (191)
Cortical dynamics of three-dimensional form, color, and brightness perception: I. Monocular theory (1987) (191)
On learning and energy-entropy dependence in recurrent and nonrecurrent signed networks (1969) (187)
Competition, Decision, and Consensus (1978) (182)
The Adaptive Self-Organization of Serial Order in Behavior: Speech, Language, And Motor Control (1987) (173)
Neural dynamics of motion integration and segmentation within and across apertures (2001) (167)
Cortical networks for control of voluntary arm movements under variable force conditions. (1998) (165)
The quantized geometry of visual space: The coherent computation of depth, form, and lightness (1982) (165)
Some developmental and attentional biases in the contrast enhancement and short term memory of recurrent neural networks. (1975) (165)
A neural model of how horizontal and interlaminar connections of visual cortex develop into adult circuits that carry out perceptual grouping and learning. (2010) (162)
A Neural Theory of Punishment and Avoidance, II: Quantitative Theory (1972) (161)
The imbalanced brain: from normal behavior to schizophrenia (2000) (161)
A spectral network model of pitch perception. (1995) (159)
Neural dynamics of speech and language coding: developmental programs, perceptual grouping, and competition for short-term memory. (1986) (157)
Neural Dynamics of Category Learning and Recognition: Attention, Memory Consolidation, and Amnesia (1987) (157)
Some nonlinear networks capable of learning a spatial pattern of arbitrary complexity. (1968) (156)
Classical and Instrumental Learning by Neural Networks (1982) (154)
Cortical dynamics of feature binding and reset: Control of visual persistence (1994) (152)
On the production and release of chemical transmitters and related topics in cellular control. (1969) (150)
Vector associative maps: Unsupervised real-time error-based learning and control of movement trajectories (1991) (150)
The resonant dynamics of speech perception: interword integration and duration-dependent backward effects. (2000) (150)
Biological competition: Decision rules, pattern formation, and oscillations. (1980) (150)
Some Networks that can Learn, Remember, and Reproduce any Number of Complicated Space-time (1970) (150)
Spikes, synchrony, and attentive learning by laminar thalamocortical circuits (2006) (147)
The Hippocampus and Cerebellum in Adaptively Timed Learning, Recognition, and Movement (1996) (146)
How does the cerebral cortex work? Development, learning, attention, and 3-D vision by laminar circuits of visual cortex. (2003) (146)
Neural dynamics of motion grouping: from aperture ambiguity to object speed and direction (1997) (145)
Neural dynamics of variable-rate speech categorization. (1997) (145)
Neural dynamics of attentionally modulated Pavlovian conditioning: Conditioned reinforcement, inhibition, and opponent processing (1987) (143)
Neural dynamics of autistic behaviors: cognitive, emotional, and timing substrates. (2006) (140)
Masking fields: a massively parallel neural architecture for learning, recognizing, and predicting multiple groupings of patterned data. (1987) (140)
Laminar cortical dynamics of cognitive and motor working memory, sequence learning and performance: toward a unified theory of how the cerebral cortex works. (2008) (139)
Context-sensitive binding by the laminar circuits of V1 and V2: A unified model of perceptual grouping, attention, and orientation contrast (2001) (135)
Neural pattern discrimination. (1970) (133)
Resonant neural dynamics of speech perception (2003) (132)
Neural dynamics of 3-D surface perception: Figure-ground separation and lightness perception (2000) (131)
A neural model of timed response learning in the cerebellum (1994) (131)
A neural network architecture for preattentive vision (1989) (129)
View-invariant object category learning, recognition, and search: How spatial and object attention are coordinated using surface-based attentional shrouds (2009) (129)
A neural model of cerebellar learning for arm movement control: cortico-spino-cerebellar dynamics. (1997) (123)
Neural dynamics of adaptive sensory-motor control : ballistic eye movements (1986) (123)
Fuzzy ART: an adaptive resonance algorithm for rapid, stable classification of analog patterns (1991) (119)
Embedding fields: A theory of learning with physiological implications (1969) (117)
Nonlinear difference-differential equations in prediction and learning theory. (1967) (116)
Synthetic aperture radar processing by a multiple scale neural system for boundary and surface representation (1995) (116)
Some normal and abnormal behavioral syndromes due to transmitter gating of opponent processes. (1984) (114)
How does the brain build a cognitive code (1988) (112)
A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern recognition problems (1995) (111)
The Vite Model: A Neural Command Circuit for Generating Arm and Articulator Trajectories, (1988) (111)
Grid cell hexagonal patterns formed by fast self‐organized learning within entorhinal cortex (2012) (109)
Cortical dynamics of visual motion perception: short-range and long-range apparent motion. (1992) (109)
On the serial learning of lists (1969) (108)
Cortical Synchronization and Perceptual Framing (1997) (107)
Laminar cortical dynamics of 3D surface perception: Stratification, transparency, and neon color spreading (2005) (106)
Neural networks for vision and image processing (1992) (106)
Visual illusions in neural networks: line neutralization, tilt after effect, and angle expansion. (1976) (106)
STORE working memory networks for storage and recall of arbitrary temporal sequences (1994) (104)
A laminar cortical model of stereopsis and 3D surface perception: closure and da Vinci stereopsis. (2004) (104)
Cortical dynamics of form and motion integration: Persistence, apparent motion, and illusory contours (1996) (104)
Neuromuscular realization of planned arm movement trajectories (1988) (104)
Pavlovian pattern learning by nonlinear neural networks. (1971) (101)
A neural model of cortico-cerebellar interactions during attentive imitation and predictive learning of sequential handwriting movements (2000) (100)
Outline of A Theory of Brightness, Color, and form Perception (1984) (100)
Spiking threshold and overarousal effects in serial learning (1971) (99)
Laminar cortical dynamics of visual form and motion interactions during coherent object motion perception. (2007) (98)
A Neural Model of Multimodal Adaptive Saccadic Eye Movement Control by Superior Colliculus (1997) (98)
A neural architecture for visual motion perception: group and element apparent motion (1989) (98)
The ART of Adaptive Pattern Recognition Self-organizing by a Neu Network (1988) (98)
Neural dynamics of attention switching and temporal-order information in short-term memory (1988) (98)
Pattern formation, contrast control, and oscillations in the short term memory of shunting on-center off-surround networks (1975) (97)
A laminar cortical model of stereopsis and three-dimensional surface perception (2003) (96)
Intelligence Through Interaction: Towards a Unified Theory for Learning (2007) (96)
A neural model of surface perception: lightness, anchoring, and filling-in. (2006) (96)
Some Psychophysiological and Pharmacological Correlates of a Developmental, Cognitive and Motivational Theory a (1984) (95)
A neural theory of punishment and avoidance, I: Qualitative theory (1972) (95)
A Neural Model of Smooth Pursuit Control and Motion Perception by Cortical Area MST (2001) (92)
Chapter 11 Vite and Flete: Neural Modules for Trajectory Formation and Postural Control (1989) (91)
A neural model of motion processing and visual navigation by cortical area MST. (1999) (90)
A Neural Theory of Punishment and Avoidance , II : Quantitative Theory (2003) (89)
A neural model of saccadic eye movement control explains task-specific adaptation (1999) (89)
Neural dynamics of motion processing and speed discrimination (1998) (89)
Texture segregation, surface representation and figure–ground separation (1998) (88)
A What-and-Where fusion neural network for recognition and tracking of multiple radar emitters (2001) (88)
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps (2000) (87)
Laminar development of receptive fields, maps and columns in visual cortex: the coordinating role of the subplate. (2003) (87)
Cortical dynamics of three-dimensional surface perception: Binocular and half-occluded scenic images (1997) (86)
A laminar cortical model for 3D perception of slanted and curved surfaces and of 2D images: development, attention, and bistability (2004) (85)
On Learning of Spatiotemporal Patterns by Networks with Ordered Sensory and Motor Components 1. Excitatory Components of the Cerebellum (1969) (85)
ARTSTREAM: a neural network model of auditory scene analysis and source segregation (2004) (84)
Working Memory Networks for Learning Temporal Order with Application to Three-Dimensional Visual Object Recognition (1992) (83)
Space, time and learning in the hippocampus: How fine spatial and temporal scales are expanded into population codes for behavioral control (2007) (81)
ADAPTATION AND TRANSMITTER GATING IN VERTEBRATE PHOTORECEPTORS (1987) (80)
Probing cognitive processes through the structure of event-related potentials during learning: an experimental and theoretical analysis. (1987) (80)
Cortical and subcortical predictive dynamics and learning during perception, cognition, emotion and action (2009) (80)
Contour Integration Across Polarities and Spatial Gaps: From Local Contrast Filtering to Global Grouping (1997) (80)
Neural dynamics of binocular brightness perception (1999) (79)
A neural model of high-level motion processing: Line motion and formotion dynamics (1997) (78)
Decisions, patterns, and oscillations in nonlinear competitive systems with applications to Volterra-Lotka systems. (1978) (78)
The watercolor illusion and neon color spreading: a unified analysis of new cases and neural mechanisms. (2005) (76)
A neural model of how the brain represents and compares multi-digit numbers: spatial and categorical processes (2003) (73)
Why do parallel cortical systems exist for the perception of static form and moving form? (1991) (72)
A neural network for enhancing boundaries and surfaces in synthetic aperture radar images (1999) (72)
Cortical Dynamics of Boundary Segmentation and Reset: Persistence, Afterimages, and Residual Traces (1996) (71)
Texture segregation by visual cortex: Perceptual grouping, attention, and learning (2007) (70)
A neural network architecture for figure-ground separation of connected scenic figures (1991) (70)
Neural dynamics of motion perception: Direction fields, apertures, and resonant grouping (1993) (70)
Fast-learning VIEWNET architectures for recognizing three-dimensional objects from multiple two-dimensional views (1995) (70)
Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition. (2007) (69)
Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation (1989) (69)
Towards solving the hard problem of consciousness: The varieties of brain resonances and the conscious experiences that they support (2017) (67)
A neural model of the saccade generator in the reticular formation (1998) (66)
How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells (2012) (66)
Dopaminergic and non-dopaminergic value systems in conditioning and outcome-specific revaluation (2008) (65)
Temporal dynamics of decision-making during motion perception in the visual cortex (2008) (64)
ARTSCENE: A neural system for natural scene classification. (2009) (64)
On the development of feature detectors in the visual cortex with applications to learning and reaction-diffusion systems (1976) (64)
How does binocular rivalry emerge from cortical mechanisms of 3-D vision? (2008) (62)
Linking Attention to Learning, Expectation, Competition, and Consciousness (2005) (61)
Neural representations for sensory-motor control, II: Learning a head-centered visuomotor representation of 3-D target position (1993) (61)
Cortical computation of stereo disparity (1998) (60)
A Cortico-Spinal Model of Reaching and Proprioception under Multiple Task Constraints (1998) (60)
Laminar cortical dynamics of conscious speech perception: neural model of phonemic restoration using subsequent context in noise. (2011) (59)
Schizophrenia: possible dependence of associational span, bowing, and primacy vs. recency on spiking threshold. (1970) (57)
Mathematical Psychology and Psychophysiology (1982) (57)
The Qijantized Geometry of Visual Space: The Coherent Computation of Depth, Form and Lightness (1987) (56)
Search mechanisms for adaptive resonance theory (ART) architectures (1989) (55)
Prototypical category learning in high‐functioning autism (2010) (55)
Kinematic coordinates in which motor cortical cells encode movement direction. (2000) (54)
Thalamocortical dynamics of the McCollough effect: boundary-surface alignment through perceptual learning (2002) (54)
Neural control of interlimb oscillations (1997) (53)
Consciousness CLEARS the mind (2007) (53)
A neural network model for cursive script production (1993) (53)
Neural control of interlimb oscillations (1997) (53)
Cortical Dynamics of 3-D Surface Perception: Binocular and Half-Occluded Scenic Images (1995) (52)
A model of movement coordinates in the motor cortex: posture-dependent changes in the gain and direction of single cell tuning curves. (2001) (52)
From stereogram to surface: how the brain sees the world in depth. (2009) (52)
A neural network model for the development of simple and complex cell receptive fields within cortical maps of orientation and ocular dominance (1998) (51)
Stereo boundary fusion by cortical complex cells: A system of maps, filters, and feedback networks for multiplexing distributed data (1989) (50)
Comparative performance measures of fuzzy ARTMAP, learned vector quantization, and back propagation for handwritten character recognition (1992) (50)
Depth perception from pairs of overlapping cues in pictorial displays. (2002) (50)
Neural dynamics of object-based multifocal visual spatial attention and priming: Object cueing, useful-field-of-view, and crowding (2012) (50)
CHAPTER 6 – The Adaptive Self-organization of Serial Order in Behavior: Speech, Language, and Motor Control* (1986) (49)
A psychophysiological theory of reinforcement, drive, motivation, and attention (1987) (49)
Neural expectation: cerebellar and retinal analogs of cells fired by learnable or unlearned pattern classes (2004) (49)
SOVEREIGN: An autonomous neural system for incrementally learning planned action sequences to navigate towards a rewarded goal (2008) (48)
A neural model of how the brain computes heading from optic flow in realistic scenes (2009) (48)
15 – COMPUTATIONAL THEORIES OF VISUAL PERCEPTION (1990) (47)
Cortical dynamics of navigation and steering in natural scenes: Motion-based object segmentation, heading, and obstacle avoidance (2009) (47)
Stereopsis and 3D surface perception by spiking neurons in laminar cortical circuits: A method for converting neural rate models into spiking models (2012) (46)
A prediction theory for some nonlinear functional-differential equations. II. Learning of patterns☆ (1968) (46)
A neural model of 3D shape-from-texture: Multiple-scale filtering, boundary grouping, and surface filling-in (2007) (45)
Filling-in the Forms: Surface and Boundary Interactions in Visual Cortex (2000) (45)
A self-organizing neural system for learning to recognize textured scenes (1999) (44)
Neural control of interlimb oscillations. II. Biped and quadruped gaits and bifurcations. (1997) (44)
A solution of the figure-ground problem for biological vision (1993) (44)
Some Psychophysiological and Pharmacological Correlates of A Developmental, Cognitive, and Motivational Theory (1987) (44)
Classification of incomplete data using the fuzzy ARTMAP neural network (2000) (43)
A neural theory of circadian rhythms: split rhythms, after-effects and motivational interactions. (1985) (43)
A neural model of sequential movement planning and control of eye movements: Item-Order-Rank working memory and saccade selection by the supplementary eye fields (2012) (42)
Area Under Curve (2020) (42)
Cortical dynamics of contextually cued attentive visual learning and search: spatial and object evidence accumulation. (2010) (42)
Neural model of first-order and second-order motion perception and magnocellular dynamics. (1999) (41)
Pattern Learning by Functional-Differential Neural Networks with Arbitrary Path Weights (1982) (41)
Neural dynamics of perceptual order and context effects for variable-rate speech syllables (1999) (40)
Neural Representations for Sensorimotor Control. III. Learning a Body-Centered Representation of a Three-Dimensional Target Position (1994) (40)
Embedding Fields: Underlying Philosophy, Mathematics, and Applications to Psychology, Physiology, and Anatomy (1971) (40)
Where’s Waldo? How perceptual, cognitive, and emotional brain processes cooperate during learning to categorize and find desired objects in a cluttered scene (2014) (39)
The Role of Illusory Contours in Visual Segmentation (1987) (39)
On learning, information, lateral inhibition, and transmitters (1969) (39)
How Entorhinal Grid Cells May Learn Multiple Spatial Scales from a Dorsoventral Gradient of Cell Response Rates in a Self-organizing Map (2012) (38)
Beta oscillations and hippocampal place cell learning during exploration of novel environments (2009) (38)
How do children learn to follow gaze, share joint attention, imitate their teachers, and use tools during social interactions? (2010) (38)
Assessing the Function of Motor Cortex: Single-Neuron Models of How Neural Response Is Modulated by Limb Biomechanics (2008) (38)
Rules for the cortical map of ocular dominance and orientation columns (1994) (38)
Self-Organization of Binocular Disparity Tuning by Reciprocal Corticogeniculate Interactions (1998) (38)
How does the brain rapidly learn and reorganize view-invariant and position-invariant object representations in the inferotemporal cortex? (2011) (38)
Spatial facilitation by color and luminance edges: boundary, surface, and attentional factors 1 Supported in part by Defense Advanced Research Projects Agency and the Office of Naval Research (ONR N00014-95-1-0409 and ONR N00014-95-1-0657). 1 (1999) (37)
Fast synchronization of perceptual grouping in laminar visual cortical circuits (2004) (37)
From Interactive Activation to Adaptive Resonance (1987) (37)
The What-and-Where Filter: A Spatial Mapping Neural Network for Object Recognition and Image Understanding (1998) (37)
Linking the laminar circuits of visual cortex to visual perception: Development, grouping, and attention (2001) (36)
Cortical Dynamics of 3-D Figure-Ground Perception of 2-D Pictures (1995) (36)
Neural representations for sensory-motor control, I: Head-centered 3-D target positions from opponent eye commands. (1993) (36)
Working Memory Networks for Learning Temporal Order, with Application to 3-D Visual Object Recognition (1991) (36)
Cortical Dynamics of Figure-Ground Separation in Response to 2D Pictures and 3D Scenes: How V2 Combines Border Ownership, Stereoscopic Cues, and Gestalt Grouping Rules (2016) (35)
Adaptive resonance theory: ART (1998) (35)
Fast Learning VIEWNET Architectures for Recognizing 3-D Objects from Multiple 2-D Views (1995) (35)
A neural theory of circadian rhythms: Aschoff's rule in diurnal and nocturnal mammals. (1984) (34)
LINKING MIND TO BRAIN: THE MATHEMATICS OF BIOLOGICAL INTELLIGENCE (2000) (33)
Coordinated learning of grid cell and place cell spatial and temporal properties: multiple scales, attention and oscillations (2014) (33)
A Path Toward Explainable AI and Autonomous Adaptive Intelligence: Deep Learning, Adaptive Resonance, and Models of Perception, Emotion, and Action (2020) (33)
Acetylcholine Neuromodulation in Normal and Abnormal Learning and Memory: Vigilance Control in Waking, Sleep, Autism, Amnesia and Alzheimer’s Disease (2017) (33)
A neuromorphic model for achromatic and chromatic surface representation of natural images (2004) (33)
Neural dynamics underlying impaired autonomic and conditioned responses following amygdala and orbitofrontal lesions. (2008) (32)
Recognition and segmentation of connected characters with selective attention (1994) (32)
Pattern formation by the global limits of a nonlinear competitive interaction in n dimensions (1977) (32)
Neural control of interlimb oscillations. I. Human bimanual coordination. (1997) (31)
Fusion Artmap: A Neural Network Architecture for Multi-Channel Data Fusion and Classification (1993) (31)
Spiking Neurons in a Hierarchical Self-Organizing Map Model Can Learn to Develop Spatial and Temporal Properties of Entorhinal Grid Cells and Hippocampal Place Cells (2013) (31)
Pitch-based streaming in auditory perception (1999) (31)
Emergence of tri-phasic muscle activation from the nonlinear interactions of central and spinal neural network circuits (1992) (30)
Running as fast as it can: How spiking dynamics form object groupings in the laminar circuits of visual cortex (2010) (29)
Target Selection by the Frontal Cortex during Coordinated Saccadic and Smooth Pursuit Eye Movements (2009) (29)
Intracellular mechanisms of adaptation and self-regulation in self-organizing networks: the role of chemical transducers. (1980) (28)
A neural model of visually guided steering, obstacle avoidance, and route selection. (2009) (28)
Neuroscience and Biobehavioral Reviews T Pergamon (2004) (28)
Associative and Competitive Principles of Learning and Development: The Temporal Unfolding and Stability of Stm and Ltm Patterns (1987) (28)
Speech Perception and Production by a Self-Organizing Neural Network. (1987) (28)
Neural dynamics of saccadic and smooth pursuit eye movement coordination during visual tracking of unpredictably moving targets (2012) (27)
On the road to invariant recognition: Explaining tradeoff and morph properties of cells in inferotemporal cortex using multiple-scale task-sensitive attentive learning (2011) (27)
A Self-Organizing Neural Network Architecture for Navigation Using Optic Flow (1998) (27)
Associative Learning, Adaptive Pattern Recognition, And Cooperative-Competitive Decision Making By Neural Networks (1986) (27)
Integrating Symbolic and Neural Processing in a Self-Organizing Architechture for Pattern Recognition and Prediction (1993) (27)
Speaker normalization using cortical strip maps: a neural model for steady-state vowel categorization. (2007) (26)
How Does the Brain Rapidly Learn and Reorganize View- and Positionally-Invariant Object Representations in Inferior Temporal Cortex? (2011) (24)
Computer simulation of neural networks for perceptual psychology (1988) (24)
Neural dynamics of motion perception, recognition learning, and spatial attention (1996) (24)
Adaptive vector integration to endpoint : self-organizing neural circuits for control of planned movement trajectories (1992) (24)
Binocular fusion and invariant category learning due to predictive remapping during scanning of a depthful scene with eye movements (2015) (24)
From brain synapses to systems for learning and memory: Object recognition, spatial navigation, timed conditioning, and movement control (2015) (23)
A neural theory of circadian rhythms: The gated pacemaker (1983) (23)
Neural Computation of Surface Border Ownership and Relative Surface Depth from Ambiguous Contrast Inputs (2016) (23)
A quantitative evaluation of the AVITEWRITE model of handwriting learning. (2004) (23)
How is a moving target continuously tracked behind occluding cover (1997) (23)
Introduction: Spiking Neurons in Neuroscience and Technology (2001) (22)
Neural Substrates of Binocular Form Perception: Filtering, Matching, Diffusion, and Resonance (1983) (22)
A neuromorphic model of spatial lookahead planning (2011) (22)
On the global limits and oscillations of a system of nonlinear differential equations describing a flow on a probabilistic network (1969) (22)
Global ratio limit theorems for some nonlinear functional-differential equations. II (1968) (21)
A Neural Network Realization of Fuzzy ART (1991) (21)
The Complementary Brain: A Unifying View of Brain Specialization and Modularity (1998) (21)
Persistence and storage of activity patterns in spiking recurrent cortical networks: modulation of sigmoid signals by after-hyperpolarization currents and acetylcholine (2012) (21)
Discovering Order in Chaos: Stable Self‐Organization of Neural Recognition Codes a (1987) (20)
How do object reference frames and motion vector decomposition emerge in laminar cortical circuits? (2011) (20)
Neural Facades: Visual Representations of Static and Moving Form‐And‐Color‐And‐Depth (1990) (20)
Low-level sensory plasticity during task-irrelevant perceptual learning: Evidence from conventional and double training procedures (2010) (20)
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How a Brain Makes a Mind (2021) (0)
Adaptive Resonance Theory : Self-Organizing Neural Networks 8 for Pattern Recognition in a Nonstationary World (0)
Self-Organization of Spatial Representations and Arm Trajectory Controllers by Vector Associative Maps Energized by Cyclic Random Generators (1991) (0)
Laminar Cortical Architecture (2000) (0)
Self-organizing features and categories through attentive resonance (1998) (0)
MODELING THE BIOLOGICAL PROTOTYPES 5 . 1 Some Constraints on Intelligent Systems : Autonomous Computation in a Changing (2001) (0)
Cortical what and where streams interact to regulate contextual cueing during visual search (2010) (0)
Perceptual grouping in a spiking laminar cortical model (2010) (0)
STATISTICAL MECHANICS OF VISUAL FORM PERCEPTION: THE RESOLUTION OF UNCERTAINTY (1986) (0)
From Seeing and Reaching to Hearing and Speaking (2021) (0)
Cortical Dynamics Of Boundary Completion, Segmentation, And Depth Perception (1987) (0)
Learning Maps to Navigate Space (2021) (0)
How is development of cortical maps in V1 coordinated across cortical layers to form cortical columns? Previous neural models (2003) (0)
Self-Organizing Neural Networks for Spatial Planning and Flexible Arm Movement Control (1996) (0)
Toward Understanding the Brain Dynamics of Music: Learning and Conscious Performance of Lyrics and Melodies With Variable Rhythms and Beats (2022) (0)
Functional-differential systems and pattern learning (1971) (0)
The VITEWRITE Model of Handwriting Production (1993) (0)
A neural network model of simultaneous visual discrimination: Incentive modulation of visual stimulus salience (2010) (0)
How Do We See a Changing World? (2021) (0)
Development of Neural Network Architectures for Self-Organizing Pattern Recognition and Robctics Principal Investigators : (0)
Spatial Pooling and Perceptual Framing by Synchronizing Cortical Dynamics (1994) (0)
Towards a Unified Theory of Mind and Brain (2017) (0)
How are complex stereograms that define partially occluded surfaces amodally completed in depth (2010) (0)
How a Brain Sees: Neural Mechanisms (2021) (0)
Self-Organizing Neural Architectures for Vision, Learning, and Robotic Control (1990) (0)
Integrating Symbolic Processing and Neural Networks (1993) (0)
How does perceptual grouping synchronize quickly under realistic neural constraints (2010) (0)

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