Neural networks for pattern recognition

"Neural Networks for Pattern Recognition takes to a new level the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with befo...

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Bibliographic Details
Main Author Nigrin, Albert
Format eBook
LanguageEnglish
Published Cambridge, Mass. : MIT Press, c1993.
Subjects
Neural networks (Computer science)
Pattern recognition systems.
Self-organizing systems.
elektronické knihy
electronic books
Online AccessFull text
ISBN9780262290937
Physical Description1 online zdroj (xvii, 413 p.) : ill.

Cover

Table of Contents:
  • Introduction
  • Highlights of adaptive resonance theory
  • Classifying spatial patterns
  • Classifying temporal patterns
  • Multilayer networks and the use of attention
  • Representing synonyms
  • Specific architectures that use presynaptic inhibition
  • Conclusion
  • A. Feedforward circuits for normalization and noise suppression
  • B. Network Equations used in the simulations of chapter 3
  • C. Network equations used in the simulations of chapter 4.

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