Neural Networks in a Softcomputing Framework

Released on by Ke-Lin Du
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  • Neural Networks in a Softcomputing Framework Book Detail

  • Author : Ke-Lin Du
  • Release Date : 2006-08-02
  • Publisher : Springer Science & Business Media
  • Genre : Technology & Engineering
  • Pages : 610
  • ISBN 13 : 1846283035
  • File Size : 59,59 MB
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Neural Networks in a Softcomputing Framework by Ke-Lin Du PDF Summary

Book Description: This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms – powerful tools for neural-network learning – are introduced. The systematic survey of neural-network models and exhaustive references list will point readers toward topics for future research. The algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.

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