Overview

"Stephen Grossberg and his colleagues at Boston University's Center for Adaptive Systems are producing some of the most exciting research in the neural network approach to making computers ""think."" Packed with real-time computer simulations and rigorous demonstrations of these phenomena, this book includes results on vision, speech, cognitive information processing; adaptive pattern recognition, adaptive robotics, conditioning and attention, cognitive-emotional interactions, and decision making under risk."

Full Product Details

Author:   Stephen Grossberg (Dir/Ctr For Adaptive Sys)
Publisher:   MIT Press Ltd
Imprint:   MIT Press
Edition:   New edition
Dimensions:   Width: 21.00cm , Height: 3.80cm , Length: 27.90cm
Weight:   1.325kg
ISBN:  

9780262570916

ISBN 10:   0262570912
Pages:   652
Publication Date:   22 April 1992
Recommended Age:   From 18
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
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Table of Contents

Cortical dynamics of three-dimensional form, colour, and brightness perception, I - monocular theory; cortical dynamics of three-dimensional form, colour, and brightness perception, II - binocular theory; neural dynamics of 1-D and 2-D brightness perception - a unified model of classical and recent phenomena; computer simulation of neural networks for perceptual psychology; competitive learning - from interactive activation to adaptive resonance; a massively parallel architecture for a self-organizing neural pattern recognition machine; masking fields - a massively parallel neural architecture for learning, recognizing, and predicting multiple groupings of patterned data; neural dynamics of attention switching and temporal order information in short term memory; neural dynamics of attentionally-modulated Pavlovian conditioning - blocking, inter-stimulus interval, and secondary reinforcement; neural dynamics of attentionally-modulated Pavlovian conditioning - conditioned reinforcement, inhibition, and opponent processing; neural dynamics of decision making under risk - affective balance and cognitive-emotional interactions; neural dynamics of planned arm movements - emergent invariants and speed-accuracy properties during trajectory formation.

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Author Information

Stephen Grossberg is Professor of Mathematics, Psychology, and Biomedical Engineering and Director of the Center for Adaptive Systems at Boston University.

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