Cover image for Neural networks and natural intelligence
Title:
Neural networks and natural intelligence
Publication Information:
Cambridge, Mass : MIT Pr, 1988
ISBN:
9780262071079
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30000000527246 QP363.3.N38 1988 Open Access Book Book
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Summary

Summary

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."


Table of Contents

List of Authors
Prefacep. viii
1 Cortical dynamics of three-dimensional form, color, and brightness perception, I: Monocular theoryp. 1
2 Cortical dynamics of three-dimensional form, color, and brightness perception, I: Binocular theoryp. 55
3 Neural dynamics of 1-D and 2-D brightness perception: A unified model of classical and recent phenomenap. 127
4 Computer simulation of neural networks for perceptual psychologyp. 195
5 Competitive learning: From interactive activation to adaptive resonancep. 213
6 A massively parallel architecture for a self-organizing neural pattern recognition machinep. 251
7 Making fields: A massively parallel neural architecture for learning, recognizing, and predicting multiple grouping of patterned datap. 317
8 Neural dynamics of attention switching and temporal order information in short term memoryp. 369
9 Neural dynamics of attentionally-modulated Pavlovian conditioning: Blocking, inter-stimulus interval, and secondary reinforcementp. 405
10 Neural dynamics of attentionally-modulated Pavlovian conditioning: Conditioned reinforcement, inhibition, and opponent processingp. 441
11 Neural Dynamics of Decision Making under Risk: Affective Balance and Cognitive-Emotional Interactionsp. 517
12 Neural dynamics of planned arm movements: Emergent invariants and speed-accuracy properties during trajectory formationp. 553
Author Indexp. 623
Subject Indexp. 631