A Statistical Approach to Neural Networks for Pattern Recognition

A Statistical Approach to Neural Networks for Pattern Recognition
Author :
Publisher : Wiley-Interscience
Total Pages : 296
Release :
ISBN-10 : UOM:39015064990784
ISBN-13 :
Rating : 4/5 (84 Downloads)

Book Synopsis A Statistical Approach to Neural Networks for Pattern Recognition by : Robert A. Dunne

Download or read book A Statistical Approach to Neural Networks for Pattern Recognition written by Robert A. Dunne and published by Wiley-Interscience. This book was released on 2007-07-16 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


A Statistical Approach to Neural Networks for Pattern Recognition Related Books

A Statistical Approach to Neural Networks for Pattern Recognition
Language: en
Pages: 296
Authors: Robert A. Dunne
Categories: Computers
Type: BOOK - Published: 2007-07-16 - Publisher: Wiley-Interscience

DOWNLOAD EBOOK

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
Neural Networks for Pattern Recognition
Language: en
Pages: 501
Authors: Christopher M. Bishop
Categories: Computers
Type: BOOK - Published: 1995-11-23 - Publisher: Oxford University Press

DOWNLOAD EBOOK

Statistical pattern recognition; Probability density estimation; Single-layer networks; The multi-layer perceptron; Radial basis functions; Error functions; Par
Pattern Recognition and Neural Networks
Language: en
Pages: 420
Authors: Brian D. Ripley
Categories: Computers
Type: BOOK - Published: 2007 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This 1996 book explains the statistical framework for pattern recognition and machine learning, now in paperback.
Statistical and Neural Classifiers
Language: en
Pages: 309
Authors: Sarunas Raudys
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The classification of patterns is an important area of research which is central to all pattern recognition fields, including speech, image, robotics, and data
Statistical Pattern Recognition
Language: en
Pages: 516
Authors: Andrew R. Webb
Categories: Mathematics
Type: BOOK - Published: 2003-07-25 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Statistical pattern recognition is a very active area of study andresearch, which has seen many advances in recent years. New andemerging applications - such as