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Neural Networks a Comprehensive Foundation

by Simon Haykin

  • ISBN: 9780132733502
  • ISBN10: 0132733501

Neural Networks a Comprehensive Foundation

by Simon Haykin

  • List Price: $150.00
  • Binding: Hardcover
  • Edition: 2
  • Publisher: Prentice Hall
  • Publish date: 07/01/1998
  • ISBN: 9780132733502
  • ISBN10: 0132733501
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Description: 1. Introduction. 2. Learning Processes. 3. Single-Layer Perceptrons. 4. Multilayer Perceptrons. 5. Radial-Basis Function Networks. 6. Support Vector Machines. 7. Committee Machines. 8. Principal Components Analysis. 9. Self-Organizing Maps. 10. Information-Theoretic Models. 11. Stochastic Machines & Their Approximates Rooted in Statistical Mechanics. 12. Neurodynamic Programming. 13. Temporal Processing Using Feedforward Networks. 14. Neurodynamics. 15. Dynamically Driven Recurrent Networks. Epilogue. Bibliography. Index.
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