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Stephen Grossberg

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TOP 3
Praveen K Pilly; Stephen Grossberg
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.
Stephen Grossberg
Adaptive Resonance Theory: how a brain learns to consciously attend, learn, and recognize a changing world.
Bret Fortenberry; Anatoli Gorchetchnikov; Stephen Grossberg
Learned integration of visual, vestibular, and motor cues in multiple brain regions computes head direction during visually guided navigation.

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All Publications

2013: Praveen K Pilly; Stephen Grossberg
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.
PloS one 2013;8(4):e60599.
2013: Stephen Grossberg
Adaptive Resonance Theory: how a brain learns to consciously attend, learn, and recognize a changing world.
Neural networks : the official journal of the International Neural Network Society 2013;37():1-47.
2012: Bret Fortenberry; Anatoli Gorchetchnikov; Stephen Grossberg
Learned integration of visual, vestibular, and motor cues in multiple brain regions computes head direction during visually guided navigation.
Hippocampus 2012;22(12):2219-37.
2012: Narayan Srinivasa; Rashmi Sundareswara; Rajan Bhattacharyya; Craig Lee; Stephen Grossberg
A bio-inspired kinematic controller for obstacle avoidance during reaching tasks with real robots.
Neural networks : the official journal of the International Neural Network Society 2012;35():54-69.
2012: Nicholas C Foley; Stephen Grossberg; Ennio Mingolla
Neural dynamics of object-based multifocal visual spatial attention and priming: object cueing, useful-field-of-view, and crowding.
Cognitive psychology 2012;65(1):77-117.
2012: Praveen K Pilly; Stephen Grossberg
How do spatial learning and memory occur in the brain? Coordinated learning of entorhinal grid cells and hippocampal place cells.
Journal of cognitive neuroscience 2012;24(5):1031-54.
2012: Jesse Palma; Massimiliano Versace; Stephen Grossberg
After-hyperpolarization currents and acetylcholine control sigmoid transfer functions in a spiking cortical model.
Journal of computational neuroscience 2012;32(2):253-80.
2012: Matthew R Silver; Daniel Bullock; Stephen Grossberg; Mark H Histed; Earl K Miller
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.
Neural networks : the official journal of the International Neural Network Society 2012;26():29-58.
2012: Himanshu Mhatre; Anatoli Gorchetchnikov; Stephen Grossberg
Grid cell hexagonal patterns formed by fast self-organized learning within entorhinal cortex.
Hippocampus 2012;22(2):320-34.
2012: Stephen Grossberg; Praveen K Pilly
How entorhinal grid cells may learn multiple spatial scales from a dorsoventral gradient of cell response rates in a self-organizing map.
PLoS computational biology 2012;8(10):e1002648.
2012: Jesse Palma; Stephen Grossberg; Massimiliano Versace
Persistence and storage of activity patterns in spiking recurrent cortical networks: modulation of sigmoid signals by after-hyperpolarization currents and acetylcholine.
Frontiers in computational neuroscience 2012;6():42.
2012: Jeffrey Markowitz; Yongqiang Cao; Stephen Grossberg
From retinal waves to activity-dependent retinogeniculate map development.
PloS one 2012;7(2):e31553.
2011: Stephen Grossberg; Sohrob Kazerounian
Laminar cortical dynamics of conscious speech perception: neural model of phonemic restoration using subsequent context in noise.
The Journal of the Acoustical Society of America 2011;130(1):440-60.
2011: Stephen Grossberg; Jasmin Léveillé; Massimiliano Versace
How do object reference frames and motion vector decomposition emerge in laminar cortical circuits?
Attention, perception & psychophysics 2011;73(4):1147-70.
2010: Tsung-Ren Huang; Stephen Grossberg
Cortical dynamics of contextually cued attentive visual learning and search: spatial and object evidence accumulation.
Psychological review 2010;117(4):1080-112.
2010: Tony Vladusich; Olufemi Olu-Lafe; Dae-Shik Kim; Helen Tager-Flusberg; Stephen Grossberg
Prototypical category learning in high-functioning autism.
Autism research : official journal of the International Society for Autism Research 2010;3(5):226-36.
2010: Jasmin Léveillé; Massimiliano Versace; Stephen Grossberg
Running as fast as it can: how spiking dynamics form object groupings in the laminar circuits of visual cortex.
Journal of computational neuroscience 2010;28(2):323-46.
2010: Praveen K Pilly; Stephen Grossberg; Aaron R Seitz
Low-level sensory plasticity during task-irrelevant perceptual learning: evidence from conventional and double training procedures.
Vision research 2010;50(4):424-32.
2010: Kenji Doya; Stephen Grossberg; John G Taylor
Editorial for 2010.
Neural networks : the official journal of the International Neural Network Society 2010;23(1):1.
2009: N Andrew Browning; Stephen Grossberg; Ennio Mingolla
A neural model of how the brain computes heading from optic flow in realistic scenes.
Cognitive psychology 2009;59(4):320-56.
2009: N Andrew Browning; Stephen Grossberg; Ennio Mingolla
Cortical dynamics of navigation and steering in natural scenes: Motion-based object segmentation, heading, and obstacle avoidance.
Neural networks : the official journal of the International Neural Network Society 2009;22(10):1383-98.
2009: Krishna Srihasam; Daniel Bullock; Stephen Grossberg
Target selection by the frontal cortex during coordinated saccadic and smooth pursuit eye movements.
Journal of cognitive neuroscience 2009;21(8):1611-27.
2009: Stephen Grossberg
Cortical and subcortical predictive dynamics and learning during perception, cognition, emotion and action.
Philosophical transactions of the Royal Society of London. Series B, Biological sciences 2009;364(1521):1223-34.
2009: Arash Fazl; Stephen Grossberg; Ennio Mingolla
View-invariant object category learning, recognition, and search: how spatial and object attention are coordinated using surface-based attentional shrouds.
Cognitive psychology 2009;58(1):1-48.
2009: Stephen Grossberg; Tsung-Ren Huang
ARTSCENE: A neural system for natural scene classification.
Journal of vision 2009;9(4):6.1-19.
2009: Liang Fang; Stephen Grossberg
From stereogram to surface: how the brain sees the world in depth.
Spatial vision 2009;22(1):45-82.
2008: Heather Ames; Stephen Grossberg
Speaker normalization using cortical strip maps: a neural model for steady-state vowel categorization.
The Journal of the Acoustical Society of America 2008;124(6):3918-36.
2008: Narayan Srinivasa; Stephen Grossberg
A head-neck-eye system that learns fault-tolerant saccades to 3-D targets using a self-organizing neural model.
Neural networks : the official journal of the International Neural Network Society 2008;21(9):1380-91.
2008: Mark R Dranias; Stephen Grossberg; Daniel Bullock
Dopaminergic and non-dopaminergic value systems in conditioning and outcome-specific revaluation.
Brain research 2008;1238():239-87.
2008: Stephen Grossberg; Daniel Bullock; Mark R Dranias
Neural dynamics underlying impaired autonomic and conditioned responses following amygdala and orbitofrontal lesions.
Behavioral neuroscience 2008;122(5):1100-25.
2008: Stephen Grossberg; Arash Yazdanbakhsh; Yongqiang Cao; Guru Swaminathan
How does binocular rivalry emerge from cortical mechanisms of 3-D vision?
Vision research 2008;48(21):2232-50.
2008: Stephen Grossberg; Massimiliano Versace
Spikes, synchrony, and attentive learning by laminar thalamocortical circuits.
Brain research 2008;1218():278-312.
2008: Stephen Grossberg; Lance R Pearson
Laminar cortical dynamics of cognitive and motor working memory, sequence learning and performance: toward a unified theory of how the cerebral cortex works.
Psychological review 2008;115(3):677-732.
2008: Stephen Grossberg; Praveen K Pilly
Temporal dynamics of decision-making during motion perception in the visual cortex.
Vision research 2008;48(12):1345-73.
2008: William Gnadt; Stephen Grossberg
SOVEREIGN: An autonomous neural system for incrementally learning planned action sequences to navigate towards a rewarded goal.
Neural networks : the official journal of the International Neural Network Society 2008;21(5):699-758.
2008: Robert Ajemian; Andrea Green; Daniel Bullock; Lauren Sergio; John Kalaska; Stephen Grossberg
Assessing the function of motor cortex: single-neuron models of how neural response is modulated by limb biomechanics.
Neuron 2008;58(3):414-28.
2008: Stephen Grossberg
The art of seeing and painting.
Spatial vision 2008;21(3-5):463-86.
2007: Stephen Grossberg
Consciousness CLEARS the mind.
Neural networks : the official journal of the International Neural Network Society 2007;20(9):1040-53.
2007: Rushi Bhatt; Gail A Carpenter; Stephen Grossberg
Texture segregation by visual cortex: perceptual grouping, attention, and learning.
Vision research 2007;47(25):3173-211.
2007: Stephen Grossberg; Levin Kuhlmann; Ennio Mingolla
A neural model of 3D shape-from-texture: multiple-scale filtering, boundary grouping, and surface filling-in.
Vision research 2007;47(5):634-72.
2007: Anatoli Gorchetchnikov; Stephen Grossberg
Space, time and learning in the hippocampus: how fine spatial and temporal scales are expanded into population codes for behavioral control.
Neural networks : the official journal of the International Neural Network Society 2007;20(2):182-93.
2007: Stephen Grossberg
Towards a unified theory of neocortex: laminar cortical circuits for vision and cognition.
Progress in brain research 2007;165():79-104.
2007: J Berzhanskaya; Stephen Grossberg; Ennio Mingolla
Laminar cortical dynamics of visual form and motion interactions during coherent object motion perception.
Spatial vision 2007;20(4):337-95.
2006: Stephen Grossberg; Don Seidman
Neural dynamics of autistic behaviors: cognitive, emotional, and timing substrates.
Psychological review 2006;113(3):483-525.
2006: Stephen Grossberg; Simon Hong
A neural model of surface perception: lightness, anchoring, and filling-in.
Spatial vision 2006;19(2-4):263-321.
2005: Stephen Grossberg; Arash Yazdanbakhsh
Laminar cortical dynamics of 3D surface perception: stratification, transparency, and neon color spreading.
Vision research 2005;45(13):1725-43.
2005: Yongqiang Cao; Stephen Grossberg
A laminar cortical model of stereopsis and 3D surface perception: closure and da Vinci stereopsis.
Spatial vision 2005;18(5):515-78.
2005: Stephen Grossberg
In appreciation of Jacob Beck.
Spatial vision 2005;18(2):133-41.
2004: Arash Yazdanbakhsh; Stephen Grossberg
Fast synchronization of perceptual grouping in laminar visual cortical circuits.
Neural networks : the official journal of the International Neural Network Society 2004;17(5-6):707-18.
2004: Simon Hong; Stephen Grossberg
A neuromorphic model for achromatic and chromatic surface representation of natural images.
Neural networks : the official journal of the International Neural Network Society 2004;17(5-6):787-808.
2004: Stephen Grossberg; Krishna K Govindarajan; Lonce L Wyse; Michael A Cohen
ARTSTREAM: a neural network model of auditory scene analysis and source segregation.
Neural networks : the official journal of the International Neural Network Society 2004;17(4):511-36.
2004: Joshua W Brown; Daniel Bullock; Stephen Grossberg
How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades.
Neural networks : the official journal of the International Neural Network Society 2004;17(4):471-510.
2004: Stephen Grossberg; Gurumurthy Swaminathan
A laminar cortical model for 3D perception of slanted and curved surfaces and of 2D images: development, attention, and bistability.
Vision research 2004;44(11):1147-87.
2003: Stephen Grossberg; Dmitry V Repin
A neural model of how the brain represents and compares multi-digit numbers: spatial and categorical processes.
Neural networks : the official journal of the International Neural Network Society 2003;16(8):1107-40.
2003: Stephen Grossberg; Aaron Seitz
Laminar development of receptive fields, maps and columns in visual cortex: the coordinating role of the subplate.
Cerebral cortex (New York, N.Y. : 1991) 2003;13(8):852-63.
2003: Stephen Grossberg
Laminar cortical dynamics of visual form perception.
Neural networks : the official journal of the International Neural Network Society 2003;16(5-6):925-31.
2003: Stephen Grossberg
How does the cerebral cortex work? Development, learning, attention, and 3-D vision by laminar circuits of visual cortex.
Behavioral and cognitive neuroscience reviews 2003;2(1):47-76.
2003: Stephen Grossberg; Piers D L Howe
A laminar cortical model of stereopsis and three-dimensional surface perception.
Vision research 2003;43(7):801-29.
2003: Rajeev D S Raizada; Stephen Grossberg
Towards a theory of the laminar architecture of cerebral cortex: computational clues from the visual system.
Cerebral cortex (New York, N.Y. : 1991) 2003;13(1):100-13.
2002: Stephen Grossberg; Seungwoo Hwang; Ennio Mingolla
Thalamocortical dynamics of the McCollough effect: boundary-surface alignment through perceptual learning.
Vision research 2002;42(10):1259-86.
2001: R Ajemian; Daniel Bullock; Stephen Grossberg
A model of movement coordinates in the motor cortex: posture-dependent changes in the gain and direction of single cell tuning curves.
Cerebral cortex (New York, N.Y. : 1991) 2001;11(12):1124-35.
2001: Stephen Grossberg; Ennio Mingolla; L Viswanathan
Neural dynamics of motion integration and segmentation within and across apertures.
Vision research 2001;41(19):2521-53.
2001: Stephen Grossberg
Theory versus speculation in visual perception.
Perception 2001;30(12):1505-7.
2001: C Pack; Stephen Grossberg; Ennio Mingolla
A neural model of smooth pursuit control and motion perception by cortical area MST.
Journal of cognitive neuroscience 2001;13(1):102-20.
2001: Stephen Grossberg; J R Williamson
A neural model of how horizontal and interlaminar connections of visual cortex develop into adult circuits that carry out perceptual grouping and learning.
Cerebral cortex (New York, N.Y. : 1991) 2001;11(1):37-58.
2000: F Kelly; Stephen Grossberg
Neural dynamics of 3-D surface perception: figure-ground separation and lightness perception.
Perception & psychophysics 2000;62(8):1596-618.
2000: R Ajemian; Daniel Bullock; Stephen Grossberg
Kinematic coordinates in which motor cortical cells encode movement direction.
Journal of neurophysiology 2000;84(5):2191-203.
2000: Stephen Grossberg; R W Paine
A neural model of cortico-cerebellar interactions during attentive imitation and predictive learning of sequential handwriting movements.
Neural networks : the official journal of the International Neural Network Society 2000;13(8-9):999-1046.
2000: Stephen Grossberg; C W Myers
The resonant dynamics of speech perception: interword integration and duration-dependent backward effects.
Psychological review 2000;107(4):735-67.
2000: Murat Okatan; Stephen Grossberg
Frequency-dependent synaptic potentiation, depression and spike timing induced by Hebbian pairing in cortical pyramidal neurons.
Neural networks : the official journal of the International Neural Network Society 2000;13(7):699-708.
2000: Stephen Grossberg
The imbalanced brain: from normal behavior to schizophrenia.
Biological psychiatry 2000;48(2):81-98.
2000: W D Ross; Stephen Grossberg; Ennio Mingolla
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps.
Neural networks : the official journal of the International Neural Network Society 2000;13(6):571-88.
2000: Stephen Grossberg; Rajeev D S Raizada
Contrast-sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex.
Vision research 2000;40(10-12):1413-32.
1999: Stephen Grossberg; Ennio Mingolla; C Pack
A neural model of motion processing and visual navigation by cortical area MST.
Cerebral cortex (New York, N.Y. : 1991) 1999;9(8):878-95.
1999: J Brown; Daniel Bullock; Stephen Grossberg
How the basal ganglia use parallel excitatory and inhibitory learning pathways to selectively respond to unexpected rewarding cues.
The Journal of neuroscience : the official journal of the Society for Neuroscience 1999;19(23):10502-11.
1999: Stephen Grossberg; F Kelly
Neural dynamics of binocular brightness perception.
Vision research 1999;39(22):3796-816.
1999: I Boardman; Stephen Grossberg; C Myers; M Cohen
Neural dynamics of perceptual order and context effects for variable-rate speech syllables.
Perception & psychophysics 1999;61(8):1477-500.
1999: G Gancarz; Stephen Grossberg
A neural model of saccadic eye movement control explains task-specific adaptation.
Vision research 1999;39(18):3123-43.
1999: A A Baloch; Stephen Grossberg; Ennio Mingolla; C A Nogueira
Neural model of first-order and second-order motion perception and magnocellular dynamics.
Journal of the Optical Society of America. A, Optics, image science, and vision 1999;16(5):953-78.
1999: Stephen Grossberg; J R Williamson
A self-organizing neural system for learning to recognize textured scenes.
Vision research 1999;39(7):1385-406.
1999: Stephen Grossberg
The link between brain learning, attention, and consciousness.
Consciousness and cognition 1999;8(1):1-44.
1999: Stephen Grossberg
A comment on "assimilation of achromatic color cannot explain the brightness effects in the achromatic neon effect" by Marc K Albert.
Perception 1999;28(10):1291-302.
1999: Stephen Grossberg
Neural models of normal and abnormal behavior: what do schizophrenia, parkinsonism, attention deficit disorder, and depression have in common?
Progress in brain research 1999;121():375-406.
1999: Stephen Grossberg
How does the cerebral cortex work? Learning, attention, and grouping by the laminar circuits of visual cortex.
Spatial vision 1999;12(2):163-85.
1998: Stephen Grossberg; L Pessoa
Texture segregation, surface representation and figure-ground separation.
Vision research 1998;38(17):2657-84.
1998: J Chey; Stephen Grossberg; Ennio Mingolla
Neural dynamics of motion processing and speed discrimination.
Vision research 1998;38(18):2769-86.
1998: P Cisek; Stephen Grossberg; Daniel Bullock
A cortico-spinal model of reaching and proprioception under multiple task constraints.
Journal of cognitive neuroscience 1998;10(4):425-44.
1998: S J Olson; Stephen Grossberg
A neural network model for the development of simple and complex cell receptive fields within cortical maps of orientation and ocular dominance.
Neural networks : the official journal of the International Neural Network Society 1998;11(2):189-208.
1998: S Cameron; Stephen Grossberg; Frank H Guenther
A self-organizing neural network architecture for navigation using optic flow.
Neural computation 1998;10(2):313-52.
1998: Daniel Bullock; P Cisek; Stephen Grossberg
Cortical networks for control of voluntary arm movements under variable force conditions.
Cerebral cortex (New York, N.Y. : 1991) 1998;8(1):48-62.
1997: Stephen Grossberg; K Roberts; M Aguilar; Daniel Bullock
A neural model of multimodal adaptive saccadic eye movement control by superior colliculus.
The Journal of neuroscience : the official journal of the Society for Neuroscience 1997;17(24):9706-25.
1997: A A Baloch; Stephen Grossberg
A neural model of high-level motion processing: line motion and formotion dynamics.
Vision research 1997;37(21):3037-59.
1997: Stephen Grossberg
Cortical dynamics of three-dimensional figure-ground perception of two-dimensional pictures.
Psychological review 1997;104(3):618-58.
1997: Stephen Grossberg; I Boardman; M Cohen
Neural dynamics of variable-rate speech categorization.
Journal of experimental psychology. Human perception and performance 1997;23(2):481-503.
1997: Jose Luis Contreras-Vidal; Stephen Grossberg; Daniel Bullock
A neural model of cerebellar learning for arm movement control: cortico-spino-cerebellar dynamics.
Learning & memory (Cold Spring Harbor, N.Y.) 1997;3(6):475-502.
1997: Stephen Grossberg; Ennio Mingolla; W D Ross
Visual brain and visual perception: how does the cortex do perceptual grouping?
Trends in neurosciences 1997;20(3):106-11.
1996: J C Fiala; Stephen Grossberg; Daniel Bullock
Metabotropic glutamate receptor activation in cerebellar Purkinje cells as substrate for adaptive timing of the classically conditioned eye-blink response.
The Journal of neuroscience : the official journal of the Society for Neuroscience 1996;16(11):3760-74.
1995: A Gove; Stephen Grossberg; Ennio Mingolla
Brightness perception, illusory contours, and corticogeniculate feedback.
Visual neuroscience 1995;12(6):1027-52.
1994: Stephen Grossberg; Ennio Mingolla; W D Ross
A neural theory of attentive visual search: interactions of boundary, surface, spatial, and object representations.
Psychological review 1994;101(3):470-89.
1994: G Francis; Stephen Grossberg; Ennio Mingolla
Cortical dynamics of feature binding and reset: control of visual persistence.
Vision research 1994;34(8):1089-104.
1994: Stephen Grossberg
3-D vision and figure-ground separation by visual cortex.
Perception & psychophysics 1994;55(1):48-121.
1993: G A Carpenter; Stephen Grossberg
Normal and amnesic learning, recognition and memory by a neural model of cortico-hippocampal interactions.
Trends in neurosciences 1993;16(4):131-7.
1993: Stephen Grossberg; Ennio Mingolla
Neural dynamics of motion perception: direction fields, apertures, and resonant grouping.
Perception & psychophysics 1993;53(3):243-78.
1993: D Greve; Stephen Grossberg; Frank H Guenther; D Bullock
Neural representations for sensory-motor control, I: Head-centered 3-D target positions from opponent eye commands.
Acta psychologica 1993;82(1-3):115-38.
1992: Stephen Grossberg; M E Rudd
Cortical dynamics of visual motion perception: short-range and long-range apparent motion.
Psychological review 1992;99(1):78-121.
1991: Stephen Grossberg
Why do parallel cortical systems exist for the perception of static form and moving form?
Perception & psychophysics 1991;49(2):117-41.
1988: D Bullock; Stephen Grossberg
Neural dynamics of planned arm movements: emergent invariants and speed-accuracy properties during trajectory formation.
Psychological review 1988;95(1):49-90.
1985: Stephen Grossberg; Ennio Mingolla
Neural dynamics of perceptual grouping: textures, boundaries, and emergent segmentations.
Perception & psychophysics 1985;38(2):141-71.
1985: Stephen Grossberg; Ennio Mingolla
Neural dynamics of form perception: boundary completion, illusory figures, and neon color spreading.
Psychological review 1985;92(2):173-211.
1980: Stephen Grossberg
Biological competition: Decision rules, pattern formation, and oscillations.
Proceedings of the National Academy of Sciences of the United States of America 1980;77(4):2338-42.