Accession Number : ADA195278

Title :   The ART of Adaptive Pattern Recognition by a Self-Organizing Neural Network. Revision,

Corporate Author : BOSTON UNIV MA CENTER FOR ADAPTIVE SYSTEMS

Personal Author(s) : Grossberg, Stephen ; Carpenter, Gail A

PDF Url : ADA195278

Report Date : Dec 1987

Pagination or Media Count : 28

Abstract : Partial Contents: Attention and Expectation in Self-Organizing Learning and Recognition Systems; The Stability-Plasticity Dilemma and Adaptive Resonance Theory; Competitive Learning Models; Self-Stabilized Learning by an ART Architecture in an Arbitrary Input Environment; Attentional Priming and Prediction: Matching by the 2/3 Rule; Automatic Control of Hypothesis Testing by Attentional-Orienting Interactions; Learning to Recognize an Analog World; Invariant Visual Pattern Recognition; The Three R's: Recognition, Reinforcement, and Recall; Self-Stabilization of Speech Perception and Production Codes: New Light on Motor Theory; and Psychophysiological and Neurophysiological Predictions of ART.

Descriptors :   *ADAPTIVE SYSTEMS, *NEURAL NETS, *PATTERN RECOGNITION, *PSYCHOPHYSIOLOGY, ANALOG SYSTEMS, AUTOMATIC, CODING, CONTROL, ENVIRONMENTS, GLOBAL, HYPOTHESES, INPUT, INVARIANCE, LEARNING, LIGHT, MODELS, MOTORS, PREDICTIONS, PRODUCTION, RECOGNITION, RESONANCE, SELF ORGANIZING SYSTEMS, TEST AND EVALUATION, THEORY, VISUAL PERCEPTION, COGNITION, ARCHITECTURE, NEUROPHYSIOLOGY, SPEECH

Subject Categories : Psychology
      Anatomy and Physiology
      Cybernetics

Distribution Statement : APPROVED FOR PUBLIC RELEASE