Neural Networks for Pattern Recognition, Paperback by Bishop, Christopher M.,...

Description: Neural Networks for Pattern Recognition, Paperback by Bishop, Christopher M., ISBN 0198538642, ISBN-13 9780198538646, Like New Used, Free P&P in the UK This is the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts, th examines techniques for modeling probability density functions and the properties and merits of the multi-layer
perceptron and radial basis function network models. Also covered are various forms of error functions, principal algorithms for error function minimalization, learning and generalization in neural networks, and Bayesian techniques and their applications. Designed as a text, with over 100
exercises, this fully up-to-date work will benefit anyone involved in the fields of neural computation and pattern recognition.

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Book Title: Neural Networks for Pattern Recognition

Number of Pages: 504 Pages

Language: English

Publication Name: Neural Networks for Pattern Recognition

Publisher: Oxford University Press

Publication Year: 1995

Subject: Computer Science, Mathematics

Item Height: 234 mm

Item Weight: 751 g

Type: Textbook

Author: Christopher M. Bishop

Item Width: 156 mm

Format: Paperback