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Stephen Grossberg
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Publications
- 2017
- [r2]Gail A. Carpenter, Stephen Grossberg:
Adaptive Resonance Theory. Encyclopedia of Machine Learning and Data Mining 2017: 24-40 - 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) - [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) - [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) - [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
- [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) - 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) - [r1]Gail A. Carpenter, Stephen Grossberg:
Adaptive Resonance Theory. Encyclopedia of Machine Learning 2010: 22-35 - 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) - [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) - [c18]N. Andrew Browning, Stephen Grossberg, Ennio Mingolla:
A neural model of visually-guided navigation in a cluttered world. IJCNN 2009: 399-400 - 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) - [c12]Ah-Hwee Tan, Gail A. Carpenter, Stephen Grossberg:
Intelligence Through Interaction: Towards a Unified Theory for Learning. ISNN (1) 2007: 1094-1103 - 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) - [j61]Arash Yazdanbakhsh, Stephen Grossberg:
Fast synchronization of perceptual grouping in laminar visual cortical circuits. Neural Networks 17(5-6): 707-718 (2004) - 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) - 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) - [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 - 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) - 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) - [c6]Eric Granger, Stephen Grossberg, Mark A. Rubin, William W. Streilein:
Familiarity Discrimination of Radar Pulses. NIPS 1998: 875-881 - 1996
- [c4]Stephen Grossberg, James R. Williamson:
ARTEX: A Self-organizing Architecture for Classifying Image Regions. NIPS 1996: 873-879 - 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) - 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) - [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) - [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) - [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) - [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
- [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) - [j16]Gail A. Carpenter, Stephen Grossberg, David B. Rosen:
Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks 4(6): 759-771 (1991) - 1990
- [j14]Gail A. Carpenter, Stephen Grossberg:
ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures. Neural Networks 3(2): 129-152 (1990) - 1989
- [j10]Gail A. Carpenter, Stephen Grossberg, Courosh Mehanian:
Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation. Neural Networks 2(3): 169-181 (1989) - 1988
- [j8]Gail A. Carpenter, Stephen Grossberg:
The ART of Adaptive Pattern Recognition by a Self-Organizing Neural Network. Computer 21(3): 77-88 (1988) - [j5]Daniel Bullock, Stephen Grossberg:
Neuromuscular realization of planned arm movement trajectories. Neural Networks 1(Supplement-1): 329-331 (1988) - 1987
- [j3]Gail A. Carpenter, Stephen Grossberg:
A massively parallel architecture for a self-organizing neural pattern recognition machine. Comput. Vis. Graph. Image Process. 37(1): 54-115 (1987) - [j2]Stephen Grossberg, Ennio Mingolla:
Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading. Comput. Vis. Graph. Image Process. 37(1): 116-165 (1987)
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