Neural Networks and Natural Intelligence

by Stephen Grossberg (Editor)

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.

Product Details

ISBN-13:	9780262570916
Publisher:	MIT Press
Publication date:	04/22/1992
Series:	A Bradford Book
Edition description:	Revised ed.
Pages:	652
Product dimensions:	8.25(w) x 11.00(h) x 1.50(d)
Age Range:	18 Years

About the Author

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

Table of Contents

List of Authors
Preface
1 Cortical dynamics of three-dimensional form, color, and brightness perception, I: Monocular theory
2 Cortical dynamics of three-dimensional form, color, and brightness perception, I: Binocular theory
3 Neural dynamics of 1-D and 2-D brightness perception: A unified model of classical and recent phenomena
4 Computer simulation of neural networks for perceptual psychology
5 Competitive learning: From interactive activation to adaptive resonance
6 A massively parallel architecture for a self-organizing neural pattern recognition machine
7 Making fields: A massively parallel neural architecture for learning, recognizing, and predicting multiple grouping of patterned data
8 Neural dynamics of attention switching and temporal order information in short term memory
9 Neural dynamics of attentionally-modulated Pavlovian conditioning: Blocking, inter-stimulus interval, and secondary reinforcement
10 Neural dynamics of attentionally-modulated Pavlovian conditioning: Conditioned reinforcement, inhibition, and opponent processing
11 Neural Dynamics of Decision Making under Risk: Affective Balance and Cognitive-Emotional Interactions
12 Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formation
Author Index
Subject Index