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ORCIDStephen Grossberg
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- affiliation: Boston University, USA
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2020 – today
- 2021
[j103]Stephen Grossberg
:
Toward Autonomous Adaptive Intelligence: Building Upon Neural Models of How Brains Make Minds. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 51-75 (2021)- 2020
- [j102]Stephen Grossberg:
Developmental Designs and Adult Functions of Cortical Maps in Multiple Modalities: Perception, Attention, Navigation, Numbers, Streaming, Speech, and Cognition. Frontiers Neuroinformatics 14: 4 (2020) - [j101]Stephen Grossberg:
A Path Toward Explainable AI and Autonomous Adaptive Intelligence: Deep Learning, Adaptive Resonance, and Models of Perception, Emotion, and Action. Frontiers Neurorobotics 14: 36 (2020)
2010 – 2019
- 2019
- [j100]Stephen Grossberg:
The Embodied Brain of SOVEREIGN2: From Space-Variant Conscious Percepts During Visual Search and Navigation to Learning Invariant Object Categories and Cognitive-Emotional Plans for Acquiring Valued Goals. Frontiers Comput. Neurosci. 13: 36 (2019) - [p1]Yongqiang Cao, Stephen Grossberg:
A Laminar Cortical Model for 3D Boundary and Surface Representations of Complex Natural Scenes. From Parallel to Emergent Computing 2019: 509-546 - 2017
- [j99]Stephen Grossberg:
Towards solving the hard problem of consciousness: The varieties of brain resonances and the conscious experiences that they support. Neural Networks 87: 38-95 (2017) - [c26]Stephen Grossberg:
Towards a Unified Theory of Mind and Brain. AAAI Fall Symposia 2017: 354-358 - [r2]Gail A. Carpenter, Stephen Grossberg:
Adaptive Resonance Theory. Encyclopedia of Machine Learning and Data Mining 2017: 24-40 - 2013
- [j98]Stephen Grossberg:
Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world. Neural Networks 37: 1-47 (2013) - [j97]Stephen Grossberg:
Recurrent neural networks. Scholarpedia 8(2): 1888 (2013) - [j96]Stephen Grossberg:
Adaptive resonance theory. Scholarpedia 8(5): 1569 (2013) - [c25]Stephen Grossberg:
Behavioral economics and neuroeconomics: Cooperation, competition, preference, and decision making. IJCNN 2013: 1-5 - [c24]Stephen Grossberg:
John Taylor, learning, attention, and consciousness. IJCNN 2013: 1-3 - 2012
- [j95]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 Comput. Neurosci. 6: 42 (2012) - [j94]Jesse Palma, Massimiliano Versace, Stephen Grossberg:
After-hyperpolarization currents and acetylcholine control sigmoid transfer functions in a spiking cortical model. J. Comput. Neurosci. 32(2): 253-280 (2012) - [j93]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. J. Cogn. Neurosci. 24(5): 1031-1054 (2012) - [j92]Ben Chandler, Stephen Grossberg:
Joining distributed pattern processing and homeostatic plasticity in recurrent on-center off-surround shunting networks: Noise, saturation, short-term memory, synaptic scaling, and BDNF. Neural Networks 25: 21-29 (2012) - [j91]Matthew R. Silver, Stephen Grossberg, Daniel Bullock, 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 26: 29-58 (2012) - [j90]Yongqiang Cao, Stephen Grossberg:
Stereopsis and 3D surface perception by spiking neurons in laminar cortical circuits: A method for converting neural rate models into spiking models. Neural Networks 26: 75-98 (2012) - [j89]Stephen Grossberg, Krishna Srihasam, Daniel Bullock:
Neural dynamics of saccadic and smooth pursuit eye movement coordination during visual tracking of unpredictably moving targets. Neural Networks 27: 1-20 (2012) - [j88]Stephen Grossberg:
John Gerald Taylor 1931-2012. Neural Networks 29: vi-vii (2012) - [j87]Narayan Srinivasa, Rajan Bhattacharyya, Rashmi Sundareswara, Craig Lee, Stephen Grossberg:
A bio-inspired kinematic controller for obstacle avoidance during reaching tasks with real robots. Neural Networks 35: 54-69 (2012) - [j86]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 Comput. Biol. 8(10) (2012) - [c23]Paul K. J. Park, Junhaeng Lee, Chang-Woo Shin, Hyunsurk Ryu, Byung-Chang Kang, Gail A. Carpenter, Stephen Grossberg:
Gesture recognition system based on Adaptive Resonance Theory. ICPR 2012: 3818-3822 - 2011
- [j85]Kenji Doya, Stephen Grossberg, John G. Taylor, DeLiang Wang:
An excellent year and a transition. Neural Networks 24(1): 1 (2011) - [j84]Richard Ivey, Daniel Bullock, Stephen Grossberg:
A neuromorphic model of spatial lookahead planning. Neural Networks 24(3): 257-266 (2011) - [j83]Stephen Grossberg, Karthik Srinivasan, Arash Yazdanbakhsh:
On the road to invariant object recognition: How cortical area V2 transforms absolute to relative disparity during 3D vision. Neural Networks 24(7): 686-692 (2011) - [j82]Stephen Grossberg, Jeffrey E. Markowitz, Yongqiang Cao:
On the road to invariant recognition: Explaining tradeoff and morph properties of cells in inferotemporal cortex using multiple-scale task-sensitive attentive learning. Neural Networks 24(10): 1036-1049 (2011) - [j81]Yongqiang Cao, Stephen Grossberg, Jeffrey E. Markowitz:
How does the brain rapidly learn and reorganize view-invariant and position-invariant object representations in the inferotemporal cortex? Neural Networks 24(10): 1050-1061 (2011) - [c22]Stephen Grossberg:
Foundations and New Paradigms of Brain Computing: Past, Present, and Future. AI*IA 2011: 1-7 - 2010
- [j80]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. J. Comput. Neurosci. 28(2): 323-346 (2010) - [j79]Kenji Doya, Stephen Grossberg, John G. Taylor:
Editorial for 2010. Neural Networks 23(1): 1 (2010) - [j78]Stephen Grossberg, Andrew N. Meltzoff, Javier R. Movellan, Nora S. Newcombe:
Social cognition: From babies to robots. Neural Networks 23(8-9): 939 (2010) - [j77]Stephen Grossberg, Tony Vladusich:
How do children learn to follow gaze, share joint attention, imitate their teachers, and use tools during social interactions? Neural Networks 23(8-9): 940-965 (2010) - [j76]Stephen Grossberg:
Towards building a neural networks community. Neural Networks 23(10): 1135-1138 (2010) - [c21]Stephen Grossberg:
How Do Attention, Intention, and Consciousness Interact? ICANN (3) 2010: 495 - [r1]Gail A. Carpenter, Stephen Grossberg:
Adaptive Resonance Theory. Encyclopedia of Machine Learning 2010: 22-35
2000 – 2009
- 2009
- [j75]Krishna Srihasam, Daniel Bullock, Stephen Grossberg:
Target Selection by the Frontal Cortex during Coordinated Saccadic and Smooth Pursuit Eye Movements. J. Cogn. Neurosci. 21(8): 1611-1627 (2009) - [j74]Kenji Doya, Stephen Grossberg, John G. Taylor:
New action editors join the journal! Five exciting special issues in the works! Neural Networks 22(1): 1 (2009) - [j73]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 22(10): 1383-1398 (2009) - [c20]Stephen Grossberg:
Autonomous Adaptive Brain Systems and Neuromorphic Agents. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2009 - [c19]Stephen Grossberg, Kurt VanLehn, Cristina Conati, Arthur C. Graesser, John C. Cherniavsky:
Invited Speaker Abstracts. AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems 2009 - [c18]N. Andrew Browning, Stephen Grossberg, Ennio Mingolla:
A neural model of visually-guided navigation in a cluttered world. IJCNN 2009: 399-400 - [c17]Stephen Grossberg:
View-invariant object category learning, attention, recognition, search, and scene understanding. IJCNN 2009: 1002-1004 - 2008
- [j72]Kenji Doya, Stephen Grossberg, John G. Taylor:
Neural Networks goes electronic at twenty! Neural Networks 21(1): 1-2 (2008) - [j71]William Gnadt, Stephen Grossberg:
SOVEREIGN: An autonomous neural system for incrementally learning planned action sequences to navigate towards a rewarded goal. Neural Networks 21(5): 699-758 (2008) - [j70]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 21(9): 1380-1391 (2008) - [c16]Rajan Bhattacharyya, Narayan Srinivasa, Stephen Grossberg:
Bio-Inspired Planning and Reaching in Complex Environments. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2008: 35 - [c15]Stephen Grossberg:
Towards Self-Organizing Autonomous Brain-Inspired Cognitive Architectures. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2008: 78-79 - [c14]Narayan Srinivasa, Stephen Grossberg:
Learning Invariant Sensory-Motor Transforms for Fault-Tolerant Control of Redundant Robots. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2008: 186 - 2007
- [j69]Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
Editorial for 2007: Another year of exciting special issues! Neural Networks 20(1): 10-11 (2007) - [j68]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 20(2): 182-193 (2007) - [j67]Stephen Grossberg:
Consciousness CLEARS the mind. Neural Networks 20(9): 1040-1053 (2007) - [c13]Narayan Srinivasa, Stephen Grossberg:
A Self-Organizing Neural Model for Fault-Tolerant Control of Redundant Robots. IJCNN 2007: 483-488 - [c12]Ah-Hwee Tan, Gail A. Carpenter, Stephen Grossberg:
Intelligence Through Interaction: Towards a Unified Theory for Learning. ISNN (1) 2007: 1094-1103 - 2005
- [j66]Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
A year of exciting Special Issues! Neural Networks 18(1): 13- (2005) - 2004
- [j65]Stephen Grossberg:
Foreword. Int. J. Hybrid Intell. Syst. 1(1): 1 (2004) - [j64]Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
Another exciting year for the INNS/ENNS/JNNS journal! Neural Networks 17(1): 1 (2004) - [j63]Joshua W. Brown, Daniel Bullock, Stephen Grossberg:
How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades. Neural Networks 17(4): 471-510 (2004) - [j62]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 17(4): 511-536 (2004) - [j61]Arash Yazdanbakhsh, Stephen Grossberg:
Fast synchronization of perceptual grouping in laminar visual cortical circuits. Neural Networks 17(5-6): 707-718 (2004) - [j60]Simon Hong, Stephen Grossberg:
A neuromorphic model for achromatic and chromatic surface representation of natural images. Neural Networks 17(5-6): 787-808 (2004) - 2003
- [j59]Stephen Grossberg:
Resonant neural dynamics of speech perception. J. Phonetics 31(3-4): 423-445 (2003) - [j58]Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
Celebrating the Year with a Special Issue for IJCNN'03. Neural Networks 16(1): 1 (2003) - [j57]Stephen Grossberg:
Laminar cortical dynamics of visual form perception. Neural Networks 16(5-6): 925-931 (2003) - [j56]Stephen Grossberg, Dmitry V. Repin:
A neural model of how the brain represents and compares multi-digit numbers: spatial and categorical processes. Neural Networks 16(8): 1107-1140 (2003) - [c11]Stephen Grossberg:
The Brain's Cognitive Dynamics: The Link between Learning, Attention, Recognition, and Consciousness. KES 2003: 5-12 - 2002
- [j55]Stephen Grossberg, Mitsuo Kawato, John G. Taylor:
Editorial for 2002: A Time of Exuberant Development. Neural Networks 15(1): 1- (2002) - [j54]Stephen Grossberg, Alexander Grunewald:
Temporal dynamics of binocular disparity processing with corticogeniculate interactions. Neural Networks 15(1): 181-200 (2002) - 2001
- [j53]Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie:
A What-and-Where fusion neural network for recognition and tracking of multiple radar emitters. Neural Networks 14(3): 325-344 (2001) - [j52]Stephen Grossberg, Wolfgang Maass, Henry Markram:
Introduction: Spiking Neurons in Neuroscience and Technology. Neural Networks 14(6-7): 587- (2001) - [c10]Stephen Grossberg:
The Complementary Brain (Abstract). ICANN 2001: 3-4 - [c9]Stephen Grossberg, Rainer W. Paine:
Attentive Learning of Sequential Handwriting Movements: A Neural Network Model. Sequence Learning 2001: 349-387 - 2000
- [j51]William D. Ross, Stephen Grossberg, Ennio Mingolla:
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps. Neural Networks 13(6): 571-588 (2000) - [j50]Murat Okatan, Stephen Grossberg:
Frequency-dependent synaptic potentiation, depression and spike timing induced by Hebbian pairing in cortical pyramidal neurons. Neural Networks 13(7): 699-708 (2000) - [j49]Stephen Grossberg, Rainer W. Paine:
A neural model of cortico-cerebellar interactions during attentive imitation and predictive learning of sequential handwriting movements. Neural Networks 13(8-9): 999-1046 (2000) - [c8]Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie:
Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network. IJCNN (6) 2000: 35-40
1990 – 1999
- 1999
- [j48]Ennio Mingolla, William D. Ross, Stephen Grossberg:
A neural network for enhancing boundaries and surfaces in synthetic aperture radar images. Neural Networks 12(3): 499-511 (1999) - [c7]Stephen Grossberg:
The Laminar Architecture of Visual Cortex and Image Processing Technology. ICIAP 1999: 2- - 1998
- [j47]Gail A. Carpenter, Stephen Grossberg, Gregory W. Lesher:
The What-and-Where Filter: A Spatial Mapping Neural Network for Object Recognition and Image Understanding. Comput. Vis. Image Underst. 69(1): 1-22 (1998) - [j46]Seth Cameron, Stephen Grossberg, Frank H. Guenther:
A Self-Organizing Neural Network Architecture for Navigation Using Optic Flow. Neural Comput. 10(2): 313-352 (1998) - [j45]Steven 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 11(2): 189-208 (1998) - [j44]Gregory Gancarz, Stephen Grossberg:
A neural model of the saccade generator in the reticular formation. Neural Networks 11(7-8): 1159-1174 (1998) - [c6]Eric Granger, Stephen Grossberg, Mark A. Rubin, William W. Streilein:
Familiarity Discrimination of Radar Pulses. NIPS 1998: 875-881 - 1997
- [j43]Stephen Grossberg, Christopher Pribe, Michael A. Cohen:
Neural control of interlimb oscillations. Biol. Cybern. 77(2): 131-140 (1997) - [j42]Christopher Pribe, Stephen Grossberg, Michael A. Cohen:
Neural control of interlimb oscillations. Biol. Cybern. 77(2): 141-152 (1997) - [j41]Stephen Grossberg, Niall McLoughlin:
Cortical dynamics of three-dimensional surface perception: Binocular and half-occluded scenic images. Neural Networks 10(9): 1583-1605 (1997) - [j40]Michael A. Cohen, Stephen Grossberg:
Parallel auditory filtering by sustained and transient channels separates coarticulated vowels and consonants. IEEE Trans. Speech Audio Process. 5(4): 301-318 (1997) - [c5]Stephen Grossberg:
Perceptual Grouping and Attention During Cortical Form and Motion Processing. ICANN 1997: 885-894 - 1996
- [c4]Stephen Grossberg, James R. Williamson:
ARTEX: A Self-organizing Architecture for Classifying Image Regions. NIPS 1996: 873-879 - 1995
- [j39]Stephen Grossberg, Harold Hawkins, Allen M. Waxman:
Introduction: 1995 special issue automatic target recognition. Neural Networks 8(7-8): 1003- (1995) - [j38]Stephen Grossberg, Ennio Mingolla, James R. Williamson:
Synthetic aperture radar processing by a multiple scale neural system for boundary and surface representation. Neural Networks 8(7-8): 1005-1028 (1995) - [j37]Gary R. Bradski, Stephen Grossberg:
Fast-learning VIEWNET architectures for recognizing three-dimensional objects from multiple two-dimensional views. Neural Networks 8(7-8): 1053-1080 (1995) - [j36]Gail A. Carpenter, Stephen Grossberg, John H. Reynolds:
A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern recognition problems. IEEE Trans. Neural Networks 6(6): 1330-1336 (1995) - [c3]Stephen Grossberg:
Are There Universal Principles of Brain Computation? IWANN 1995: 1-6 - 1994
- [j35]Gary R. Bradski, Gail A. Carpenter, Stephen Grossberg:
STORE working memory networks for storage and recall of arbitrary temporal sequences. Biol. Cybern. 71(6): 469-480 (1994) - [j34]Stephen Grossberg:
Recognition and segmentation of connected characters with selective attention. Neural Networks 7(1): 205-206 (1994) - [j33]Stephen Grossberg, John G. Taylor:
Introduction: 1994 Special issue. Neural Networks 7(6-7): 863- (1994) - [j32]Stephen Grossberg, Steven J. Olson:
Rules for the cortical map of ocular dominance and orientation columns. Neural Networks 7(6-7): 883-894 (1994) - [j31]Daniel Bullock, John C. Fiala, Stephen Grossberg:
A neural model of timed response learning in the cerebellum. Neural Networks 7(6-7): 1101-1114 (1994) - 1993
- [j30]Daniel Bullock, Stephen Grossberg, Christian Mannes:
A neural network model for cursive script production. Biol. Cybern. 70(1): 15-28 (1993) - [j29]Stephen Grossberg, John G. Taylor:
The fifth anniversary of neural networks. Neural Networks 6(1): 1 (1993) - [j28]Stephen Grossberg, Frank H. Guenther, Daniel Bullock, Douglas N. Greve:
Neural representations for sensory-motor control, II: Learning a head-centered visuomotor representation of 3-D target position. Neural Networks 6(1): 43-67 (1993) - [j27]Stephen Grossberg:
A solution of the figure-ground problem for biological vision. Neural Networks 6(4): 463-483 (1993) - [c2]Gail A. Carpenter, Stephen Grossberg:
Integrating Symbolic Processing and Neural Networks. ICTAI 1993: 2 - 1992
- [j26]Gail A. Carpenter, Stephen Grossberg:
A self-organizing neural network for supervised learning, recognition, and prediction. IEEE Commun. Mag. 30(9): 38-49 (1992) - [j25]Gary R. Bradski, Gail A. Carpenter, Stephen Grossberg:
Working Memory Networks for Learning Temporal Order with Application to Three-Dimensional Visual Object Recognition. Neural Comput. 4(2): 270-286 (1992) - [j24]Shun-ichi Amari, Stephen Grossberg, John G. Taylor:
Editorial. Neural Networks 5(1): 1 (1992) - [j23]Gail A. Carpenter, Stephen Grossberg, Natalya Markuzon, John H. Reynolds, David B. Rosen:
Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Trans. Neural Networks 3(5): 698-713 (1992) - 1991
- [j22]Stephen Grossberg:
The third anniversary of Neural Networks. Neural Networks 4(1): 1 (1991) - [j21]Paolo Gaudiano, Stephen Grossberg:
Vector associative maps: Unsupervised real-time error-based learning and control of movement trajectories. Neural Networks 4(2): 147-183 (1991) - [j20]Stephen Grossberg, David Somers:
Synchronized oscillations during cooperative feature linking in a cortical model of visual perception. Neural Networks 4(4): 453-466 (1991) - [j19]Gail A. Carpenter, Stephen Grossberg, David B. Rosen:
ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition. Neural Networks 4(4): 493-504 (1991) - [j18]Gail A. Carpenter, Stephen Grossberg, John H. Reynolds:
ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks 4(5): 565-588 (1991) - [j17]Stephen Grossberg, Lonce L. Wyse:
A neural network architecture for figure-ground separation of connected scenic figures. Neural Networks 4(6): 723-742 (1991) - [j16]