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A Statistical Approach to Neural Networks for Pattern Recognition

af Robert A. (CSIRO Dunne

indgår i Wiley Series in Computational Statistics serien

A Statistical Approach to Neural Networks for Pattern Recognition af Robert A. (CSIRO Dunne
Bag om A Statistical Approach to Neural Networks for Pattern Recognition

This book presents a statistical treatment of the Multilayer Perceptron (MLP), which is the most widely used of the neural network models, in a language that is familiar to practicing statisticians. Questions arise when statisticians are first confronted with such a model, and this book's aim is to provide thorough answers.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9780471741084
  • Indbinding:
  • Hardback
  • Sideantal:
  • 288
  • Udgivet:
  • 7. august 2007
  • Størrelse:
  • 161x242x19 mm.
  • Vægt:
  • 535 g.
  • 2-3 uger.
  • 13. marts 2025

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This book presents a statistical treatment of the Multilayer Perceptron (MLP), which is the most widely used of the neural network models, in a language that is familiar to practicing statisticians. Questions arise when statisticians are first confronted with such a model, and this book's aim is to provide thorough answers.

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