Stephen Grossberg
Orcid: 0000-0002-2839-7914Affiliations:
- Boston University, USA
According to our database1,
Stephen Grossberg
authored at least 131 papers
between 1983 and 2021.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2006, "For contributions to neural networks and fundamental models of learning in image processing, pattern recognition and robotics.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on isni.org
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on cns.bu.edu
On csauthors.net:
Bibliography
2021
Toward Autonomous Adaptive Intelligence: Building Upon Neural Models of How Brains Make Minds.
IEEE Trans. Syst. Man Cybern. Syst., 2021
2020
A Path Toward Explainable AI and Autonomous Adaptive Intelligence: Deep Learning, Adaptive Resonance, and Models of Perception, Emotion, and Action.
Frontiers Neurorobotics, 2020
Developmental Designs and Adult Functions of Cortical Maps in Multiple Modalities: Perception, Attention, Navigation, Numbers, Streaming, Speech, and Cognition.
Frontiers Neuroinformatics, 2020
2019
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., 2019
A Laminar Cortical Model for 3D Boundary and Surface Representations of Complex Natural Scenes.
Proceedings of the From Parallel to Emergent Computing, 1st Edition, 2019
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Towards solving the hard problem of consciousness: The varieties of brain resonances and the conscious experiences that they support.
Neural Networks, 2017
Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017
2013
Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world.
Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Behavioral economics and neuroeconomics: Cooperation, competition, preference, and decision making.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
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., 2012
A bio-inspired kinematic controller for obstacle avoidance during reaching tasks with real robots.
Neural Networks, 2012
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, 2012
Neural dynamics of saccadic and smooth pursuit eye movement coordination during visual tracking of unpredictably moving targets.
Neural Networks, 2012
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, 2012
Stereopsis and 3D surface perception by spiking neurons in laminar cortical circuits: A method for converting neural rate models into spiking models.
Neural Networks, 2012
How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells.
J. Cogn. Neurosci., 2012
After-hyperpolarization currents and acetylcholine control sigmoid transfer functions in a spiking cortical model.
J. Comput. Neurosci., 2012
Persistence and storage of activity patterns in spiking recurrent cortical networks: modulation of sigmoid signals by after-hyperpolarization currents and acetylcholine.
Frontiers Comput. Neurosci., 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
On the road to invariant object recognition: How cortical area V2 transforms absolute to relative disparity during 3D vision.
Neural Networks, 2011
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, 2011
How does the brain rapidly learn and reorganize view-invariant and position-invariant object representations in the inferotemporal cortex?
Neural Networks, 2011
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011
2010
How do children learn to follow gaze, share joint attention, imitate their teachers, and use tools during social interactions?
Neural Networks, 2010
Running as fast as it can: How spiking dynamics form object groupings in the laminar circuits of visual cortex.
J. Comput. Neurosci., 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
2009
Neural Networks, 2009
Cortical dynamics of navigation and steering in natural scenes: Motion-based object segmentation, heading, and obstacle avoidance.
Neural Networks, 2009
Target Selection by the Frontal Cortex during Coordinated Saccadic and Smooth Pursuit Eye Movements.
J. Cogn. Neurosci., 2009
View-invariant object category learning, attention, recognition, search, and scene understanding.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the Cognitive and Metacognitive Educational Systems, 2009
Proceedings of the Biologically Inspired Cognitive Architectures, 2009
2008
A head-neck-eye system that learns fault-tolerant saccades to 3-D targets using a self-organizing neural model.
Neural Networks, 2008
SOVEREIGN: An autonomous neural system for incrementally learning planned action sequences to navigate towards a rewarded goal.
Neural Networks, 2008
Learning Invariant Sensory-Motor Transforms for Fault-Tolerant Control of Redundant Robots.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008
Proceedings of the Biologically Inspired Cognitive Architectures, 2008
Proceedings of the Biologically Inspired Cognitive Architectures, 2008
2007
Space, time and learning in the hippocampus: How fine spatial and temporal scales are expanded into population codes for behavioral control.
Neural Networks, 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2005
2004
Neural Networks, 2004
A neuromorphic model for achromatic and chromatic surface representation of natural images.
Neural Networks, 2004
Neural Networks, 2004
How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades.
Neural Networks, 2004
2003
A neural model of how the brain represents and compares multi-digit numbers: spatial and categorical processes.
Neural Networks, 2003
The Brain's Cognitive Dynamics: The Link between Learning, Attention, Recognition, and Consciousness.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
Temporal dynamics of binocular disparity processing with corticogeniculate interactions.
Neural Networks, 2002
2001
A What-and-Where fusion neural network for recognition and tracking of multiple radar emitters.
Neural Networks, 2001
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001
Proceedings of the Artificial Neural Networks, 2001
2000
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps.
Neural Networks, 2000
Frequency-dependent synaptic potentiation, depression and spike timing induced by Hebbian pairing in cortical pyramidal neurons.
Neural Networks, 2000
A neural model of cortico-cerebellar interactions during attentive imitation and predictive learning of sequential handwriting movements.
Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
A neural network for enhancing boundaries and surfaces in synthetic aperture radar images.
Neural Networks, 1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
1998
A neural network model for the development of simple and complex cell receptive fields within cortical maps of orientation and ocular dominance.
Neural Networks, 1998
Neural Networks, 1998
Neural Comput., 1998
The What-and-Where Filter: A Spatial Mapping Neural Network for Object Recognition and Image Understanding.
Comput. Vis. Image Underst., 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
1997
Parallel auditory filtering by sustained and transient channels separates coarticulated vowels and consonants.
IEEE Trans. Speech Audio Process., 1997
Cortical dynamics of three-dimensional surface perception: Binocular and half-occluded scenic images.
Neural Networks, 1997
Proceedings of the Artificial Neural Networks, 1997
1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1995
A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern recognition problems.
IEEE Trans. Neural Networks, 1995
Synthetic aperture radar processing by a multiple scale neural system for boundary and surface representation.
Neural Networks, 1995
Fast-learning VIEWNET architectures for recognizing three-dimensional objects from multiple two-dimensional views.
Neural Networks, 1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
1994
Neural Networks, 1994
Neural Networks, 1994
STORE working memory networks for storage and recall of arbitrary temporal sequences.
Biol. Cybern., 1994
1993
Neural representations for sensory-motor control, II: Learning a head-centered visuomotor representation of 3-D target position.
Neural Networks, 1993
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993
1992
Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps.
IEEE Trans. Neural Networks, 1992
Working Memory Networks for Learning Temporal Order with Application to Three-Dimensional Visual Object Recognition.
Neural Comput., 1992
A self-organizing neural network for supervised learning, recognition, and prediction.
IEEE Commun. Mag., 1992
1991
A neural network architecture for figure-ground separation of connected scenic figures.
Neural Networks, 1991
Synchronized oscillations during cooperative feature linking in a cortical model of visual perception.
Neural Networks, 1991
Vector associative maps: Unsupervised real-time error-based learning and control of movement trajectories.
Neural Networks, 1991
Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system.
Neural Networks, 1991
ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network.
Neural Networks, 1991
ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition.
Neural Networks, 1991
1990
ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures.
Neural Networks, 1990
1989
Neural dynamics of adaptive timing and temporal discrimination during associative learning.
Neural Networks, 1989
A neural architecture for visual motion perception: Group and element apparent motion.
Neural Networks, 1989
Stereo boundary fusion by cortical complex cells: A system of maps, filters, and feedback networks for multiplexing distributed data.
Neural Networks, 1989
Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation.
Neural Networks, 1989
Proceedings of the IEEE International Conference on Systems, 1989
1988
Neural Networks, 1988
Neural Networks, 1988
Computer, 1988
1987
Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading.
Comput. Vis. Graph. Image Process., 1987
A massively parallel architecture for a self-organizing neural pattern recognition machine.
Comput. Vis. Graph. Image Process., 1987
Cogn. Sci., 1987
1983
Absolute stability of global pattern formation and parallel memory storage by competitive neural networks.
IEEE Trans. Syst. Man Cybern., 1983