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A Statistical Approach to Neural Networks for Pattern Recognition

About 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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  • Language:
  • English
  • ISBN:
  • 9780471741084
  • Binding:
  • Hardback
  • Pages:
  • 288
  • Published:
  • August 6, 2007
  • Dimensions:
  • 161x242x19 mm.
  • Weight:
  • 535 g.
Delivery: 2-4 weeks
Expected delivery: November 28, 2024

Description of 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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