Fundamentals of Neural Networks

Fundamentals of Neural Networks : Architectures, Algorithms And Applications: International Edition

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Description

An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind, the text features systematic discussions of all major neural networks and fortifies the reader's understanding with many examples.An exceptionally clear, thorough introduction to neural networks written at an elementary level. Written with the beginning student in mind, the text features systematic discussions of all major neural networks and fortifies the reader's understudy with many examples.show more

Product details

  • Paperback | 461 pages
  • 178 x 235 x 19mm | 674g
  • Pearson Education (US)
  • Pearson
  • United States
  • 0130422509
  • 9780130422507

Table of contents

1. Introduction. 2. Simple Neural Nets for Pattern Classification. 3. Pattern Association. 4. Neural Networks Based on Competition. 5. Adaptive Resonance Theory. 6. Backpropagation Neural Net. 7. A Sampler of Other Neural Nets. Glossary. References. Index.show more