Articles listed below focus on analysis and applications of neural network systems originally developed by CELEST faculty, including ART, ARTMAP, and BCS/FCS.
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Topics:
Mathematical Foundations of Neural Networks,
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| Author(s) |
Grossberg, S. |
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| Abstract |
Several of the formal approaches that are used to explain psychophysiologicalphenomena lead to different properties and principles of organization. Theseapproaches include computer, linear, and nonlinear models. The present ... |
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Topics:
Mathematical Foundations of Neural Networks,
Applications:
Biological Classification,
Models:
Other, |
| Author(s) |
Grossberg, S. |
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| Abstract |
This paper describes new properties of competitive systems which arise in population biology, ecology, psychophysiology, and developmental biology. These properties yield a global method for analyzing the geometric design ... |
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Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
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| Abstract |
The following problem, in one form or another, has intrigued philosophers and scientists for hundreds of years: How do arbitrarily many individuals, populations, or states, each obeying unique and personal laws, ever succeed ... |
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Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
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| Abstract |
This paper develops a model wherein STM primacy as well as recency effects can occur. The STM primacy effects can be used to generate correct immediate recall of short lists that have not been coded in LTM. The properties of ... |
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| Author(s) |
Grossberg, S. |
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| Abstract |
This work defines and analyzes the dynamics of a general excitable membrane. The definition generalizes such special cases the Hodgkin-Huxley and FitzHugh-Nagumo models of nerve impulse transmission. It describes how any ... |
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Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
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| Abstract |
A psychophysiological theory of the self-organization and performance of sensory-motor codes, maps, and plans is derived herein. this general topic includes a variety of phenomena in many species, ranging from the ... |
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Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
Donchin, E. |
Squires, K.C. |
Squires, N.K. |
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| Abstract |
Three experiments were conducted to evaluate the P300 component of the human evoked response as an index of bisensory information processing. On different blocks of trials, subjects were presented with auditory stimuli ... |
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| Author(s) |
Grossberg, S. |
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| Abstract |
This paper develops a geometric approach to singular perturbation problems. Results are used to study a general model of a biological process (e.g., nerve impulse, heartbeat, muscle contraction) consisting of a differential ... |
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| Author(s) |
Grossberg, S. |
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| Abstract |
This paper continues the discussion of singular perturbation solutions of nerve impulse equations begun in [1]. Phase specie analysis is used to study a general model of a biological process (e.g., nerve impulse, heartbeat, ... |
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Topics:
Biological Vision,
Models:
Other, |
| Author(s) |
Grossberg, S. |
Levine, D. |
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| Abstract |
Certain visual illusion occur in neural networks that are capable of storing partially contrasted enhanced spatial patterns in short term memory (STM), and whose feature detectors are interconnected by nontrivial ... |
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