Neural networks and natural intelligence / edited by Stephen Grossberg.

Format:

Book

Contributor:

Grossberg, Stephen, 1939-

Series:

A Bradford book

Language:

English

Subjects (All):

Neural networks (Computer science).

Neural computers.

Artificial intelligence.

Intellect.

Physical Description:

1 online resource (xi, 637 pages) : illustrations

Place of Publication:

Cambridge, Mass. : MIT Press, ©1988.

Language Note:

English

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." 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.

Contents:

1. Cortical dynamics of three-dimensional form, color, and brightness perception, I : monocular theory / by Stephen Grossberg

2. Cortical dynamics of three-dimensional form, color, and brightness perception, I : binocular theory / by Stephen Grossberg

3. Neural dynamics of 1-d and 2-d brightness perception : a unified model of classical and recent phenomena / by Stephen Grossberg and Dejan Todorovic

4. Computer simulation of neural networks for perceptual psychology / by Stephen Grossberg and Ennie Mingolla

5. Competitive learning : from interactive activation to adaptive resonance / by Stephen Grossberg

6. A massively parallel architecture for a self-organizing neural pattern recognition machine / by Gail A. Carpenter and Stephen Grossberg

7. Making fields : a massively parallel neural architecture for learning, recognizing, and predicting multiple grouping of patterned data / by Michael A. Cohen and Stephen Grossberg

8. Neural dynamics of attention switching and temporal order information in short term memory / by Stephen Grossberg and Gregory Stone

9. Neural dynamics of attentionally-modulated pavlovian conditioning : blocking, inter-stimulus interval, and secondary reinforcement / by Stephen Grossberg and Daniel S. Levin

10. Neural dynamics of attentionally-modulated pavlovian conditioning : conditioned reinforcement, inhibition, and opponent processing / by Stephen Grossberg and Nestor A. Schmajuk

11. Neural dynamics of decision making under risk : affective balance and cognitive-emotional interactions / by Stephen Grossberg and William Gutowski

12. Neural dynamics of planned arm movements : emergent invariants and speed-accuracy properties during trajectory formation / by Daniel Bullock and Stephen Grossberg.

Notes:

"A Bradford book."

OCLC-licensed vendor bibliographic record.

ISBN:

0-262-31593-9

OCLC:

60689992