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Most cited papers from Adaptive Cognitive Systems

Adaptive Cognitive Systems

What are the most cited papers from Adaptive Cognitive Systems?

The most cited paper from Adaptive Cognitive Systems is "Absolute stability of global pattern formation and parallel memory storage by competitive neural networks" (Michael A. Cohen, Stephen Grossberg, 1983), with 2,567 citations. Next come "Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps" (1,985) and "The ART of adaptive pattern recognition by a self-organizing neural network" (1,297).

Showing 50 of 60 papers. Every paper with more than 124 citations is listed.

Most cited papers, sortable by citations and release date
#Paper
1 Absolute stability of global pattern formation and parallel memory storage by competitive neural networks Michael A. Cohen, Stephen Grossberg · IEEE Transactions on Systems Man and Cybernetics Sep 1983 2,567
2 Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps Gail A. Carpenter, Stephen Grossberg, Natalya Markuzon et al. · IEEE Transactions on Neural Networks 1992 1,985
3 The ART of adaptive pattern recognition by a self-organizing neural network Gail A. Carpenter, Stephen Grossberg · Computer Mar 1988 1,297
4 Neural dynamics of form perception: Boundary completion, illusory figures, and neon color spreading. Stephen Grossberg, Ennio Mingolla · Psychological Review Open access 1985 1,116
5 The Isomap Algorithm and Topological Stability Mukund Balasubramanian, Eric L. Schwartz · Science 4 Jan 2002 858
6 Neural dynamics of perceptual grouping: Textures, boundaries, and emergent segmentations Stephen Grossberg, Ennio Mingolla · Perception & Psychophysics Open access Mar 1985 822
7 Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation. Daniel Bullock, Stephen Grossberg · Psychological Review 1988 802
8 Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world Stephen Grossberg · Neural Networks 4 Oct 2012 549
9 ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures Gail A. Carpenter, Stephen Grossberg · Neural Networks 1990 481
10 Speech sound acquisition, coarticulation, and rate effects in a neural network model of speech production. Frank H. Guenther · Psychological Review 1995 466
11 3-D vision and figure-ground separation by visual cortex Stephen Grossberg · Perception & Psychophysics Open access 1994 447
12 Rapid synchronization through fast threshold modulation David C. Somers, Nancy Kopell · Biological Cybernetics Mar 1993 418
13 A theoretical investigation of reference frames for the planning of speech movements. Frank H. Guenther, Michelle Hampson, Dave Johnson · Psychological Review Open access 1998 416
14 The Link between Brain Learning, Attention, and Consciousness Stephen Grossberg · Consciousness and Cognition Mar 1999 415
15 Neural dynamics of 1-D and 2-D brightness perception: A unified model of classical and recent phenomena Stephen Grossberg, Dejan Todorović · Perception & Psychophysics Open access May 1988 374
16 Neural dynamics of adaptive timing and temporal discrimination during associative learning STEPHEN GROSSBERG, Néstor A. Schmajuk · Neural Networks 1989 371
17 Neural dynamics of word recognition and recall: Attentional priming, learning, and resonance. Stephen Grossberg, Gregory O. Stone · Psychological Review 1986 342
18 Cortical dynamics of three-dimensional form, color, and brightness perception: II. Binocular theory Stephen Grossberg · Perception & Psychophysics Open access Mar 1987 327
19 Neural dynamics of brightness perception: Features, boundaries, diffusion, and resonance Michael A. Cohen, Stephen Grossberg · Perception & Psychophysics Open access Sep 1984 306
20 How the Basal Ganglia Use Parallel Excitatory and Inhibitory Learning Pathways to Selectively Respond to Unexpected Rewarding Cues Joshua W. Brown, Daniel H. Bullock, Stephen Grossberg · Journal of Neuroscience Open access Dec 1999 302
21 Contrast-sensitive perceptual grouping and object-based attention in the laminar circuits of primary visual cortex Stephen Grossberg, Rajeev D. S. Raizada · Vision Research Open access Jun 2000 291
22 Isoperimetric graph partitioning for image segmentation Leo J. Grady, Eli Schwartz · IEEE Transactions on Pattern Analysis and Machine Intelligence Mar 2006 272
23 A neural network model of speech acquisition and motor equivalent speech production Frank H. Guenther · Biological Cybernetics Open access Nov 1994 266
24 How does the cerebral cortex work? Learning, attention, and grouping by the laminar circuits of visual cortex Stephen Grossberg · Spatial Vision Open access 1999 260
25 The perceptual magnet effect as an emergent property of neural map formation Frank H. Guenther, Marin N. Gjaja · The Journal of the Acoustical Society of America Aug 1996 250
26 Normal and amnesic learning, recognition and memory by a neural model of cortico-hippocampal interactions Gail A. Carpenter, Stephen Grossberg · Trends in Neurosciences Review Apr 1993 235
27 Visual brain and visual perception: how does the cortex do perceptual grouping? Stephen Grossberg, Ennio Mingolla, William D. Ross · Trends in Neurosciences ReviewOpen access Mar 1997 225
28 Neural dynamics of decision making under risk: Affective balance and cognitive-emotional interactions. Stephen Grossberg, William E. Gutowski · Psychological Review 1987 223
29 Cortical dynamics of three-dimensional form, color, and brightness perception: I. Monocular theory Stephen Grossberg · Perception & Psychophysics Open access Mar 1987 209
30 ART neural networks for remote sensing: vegetation classification from Landsat TM and terrain data Gail A. Carpenter, Marin N. Gjaja, Sucharita Gopal et al. · IEEE Transactions on Geoscience and Remote Sensing Mar 1997 209
31 A neural theory of attentive visual search: Interactions of boundary, surface, spatial, and object representations. STEPHEN GROSSBERG, Ennio Mingolla, William D. Ross · Psychological Review 1994 209
32 The quantized geometry of visual space: The coherent computation of depth, form, and lightness Stephen Grossberg · Behavioral and Brain Sciences Dec 1983 201
33 Sympathetic Control of the Cerebral Vasculature in Humans Jason W. Hamner, Can Ozan Tan, Kichang Lee et al. · Stroke Open access 11 Dec 2009 199
34 ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases Gail A. Carpenter, Natalya Markuzon · Neural Networks Open access Mar 1998 189
35 Neural dynamics of surface perception: Boundary webs, illuminants, and shape-from-shading Stephen Grossberg, Ennio Mingolla · Computer Vision Graphics and Image Processing 1987 187
36 Neural dynamics of attentionally modulated Pavlovian conditioning: Conditioned reinforcement, inhibition, and opponent processing Stephen Grossberg, Néstor A. Schmajuk · Psychobiology Open access Sep 1987 182
37 Brightness perception, illusory contours, and corticogeniculate feedback Alan N. Gove, Stephen Grossberg, Ennio Mingolla · Visual Neuroscience Nov 1995 176
38 Cortical dynamics of three-dimensional figure–ground perception of two-dimensional pictures. Stephen Grossberg · Psychological Review 1997 172
39 Perception of solid shape from shading Ennio Mingolla, James T. Todd · Biological Cybernetics 1986 171
40 Spikes, synchrony, and attentive learning by laminar thalamocortical circuits Stephen Grossberg, Massimiliano Versace · Brain Research Open access 24 Apr 2008 158
41 Neural dynamics of motion integration and segmentation within and across apertures Stephen Grossberg, Ennio Mingolla, Lavanya Viswanathan · Vision Research Open access Sep 2001 157
42 Cortical networks for control of voluntary arm movements under variable force conditions Daniel H. Bullock · Cerebral Cortex 1998 156
43 A spectral network model of pitch perception Michael A. Cohen, Stephen Grossberg, Lonce L. Wyse · The Journal of the Acoustical Society of America Open access Aug 1995 156
44 The imbalanced brain: from normal behavior to schizophrenia Stephen Grossberg · Biological Psychiatry Open access Jul 2000 152
45 Rule Extraction: From Neural Architecture to Symbolic Representation Gail A. Carpenter, Ah‐Hwee Tan · Connection Science 1995 152
46 Neural dynamics of variable-rate speech categorization. Stephen Grossberg, Ian Boardman, Michael Cohen · Journal of Experimental Psychology Human Perception & Performance 1997 150
47 Distributed ARTMAP: a neural network for fast distributed supervised learning Gail A. Carpenter, Boriana L. Milenova, Benjamin W. Noeske · Neural Networks Open access Jul 1998 150
48 What a difference a parameter makes: A psychophysical comparison of random dot motion algorithms Praveen K. Pilly, Aaron R. Seitz · Vision Research Open access 30 Mar 2009 147
49 An Auditory-Feedback-Based Neural Network Model of Speech Production That Is Robust to Developmental Changes in the Size and Shape of the Articulatory System Daniel E. Callan, Ray D. Kent, Frank H. Guenther et al. · Journal of Speech Language and Hearing Research Jun 2000 147
50 A Neural Model of how Horizontal and Interlaminar Connections of Visual Cortex Develop into Adult Circuits that Carry Out Perceptual Grouping and Learning Stephen Grossberg, James R. Williamson · Cerebral Cortex 2001 146

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.