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Fundamentals Of Neural Networks Architectures Algorithms And Applications at Meripustak

Fundamentals Of Neural Networks Architectures Algorithms And Applications

Books from same Author: FAUSETT and L V

Books from same Publisher: PEARSON INDIA

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    • General Information  
    Author(s)FAUSETT and L V
    PublisherPEARSON INDIA
    ISBN9788131700532
    Pages480
    BindingSoftbound
    LanguageEnglish
    Publish YearJanuary 2004

    Description

    PEARSON INDIA Fundamentals Of Neural Networks Architectures Algorithms And Applications by FAUSETT and L V

    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. Table of Content: Introduction Simple Neural Nets for Pattern Classification Pattern Association Neural Networks Based on Competition Adaptive Resonance Theory Backpropagation Neural Net A Sampler of Other Neural Nets Salient Features: covers all major neural networks. shows architectures in a similar format for all nets — illustrating the similarities and differences among them. clarifies the differences in the capabilities of the different networks by focusing on simple problems — in many cases variations of a theme. presents algorithms in enough detail to facilitate the writing of computer programs. gives detailed examples of simple applications. provides mathematical development when it provides a guide to proper implementation of a net. includes exercises and 25 computer projects.