Neural Networks in a Softcomputing Framework

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Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system. Neural networks are a model-free, adaptive, parallel-processing solution. This textbook provides a powerful and universal paradigm for information processing; it reviews the most popular neural-network methods and their associated techniques.

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Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system. Neural networks are a model-free, adaptive, parallel-processing solution. This textbook provides a powerful and universal paradigm for information processing; it reviews the most popular neural-network methods and their associated techniques.

Each chapter has ...

Read more
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  • Formats: pdf
  • ISBN: 9781846283031
  • Publication Date: 2 Aug 2006
  • Publisher: Springer London
  • Product language: English
  • Drm Setting: DRM