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CRC Press - An Introduction to Neural Networks Book

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Description

An Introduction to Neural Networks by CRC Press provides a clear path into the study of neural networks. While mathematical ideas form the foundation, this book presents fundamentals without requiring a full mathematical apparatus. It covers essential topics including artificial neurons, the geometry of network action in pattern space, and gradient descent methods like back-propagation. The text explores associative memory, Hopfield nets, self-organization, and feature maps. It also clarifies adaptive resonance theory through a hierarchical description of its operation. This book includes several real-world examples to help ground these concepts. It is an ideal resource for those studying engineering and technology at a higher education level.

Key Features

This CRC Press book covers artificial neurons as models of their real counterparts.

Learn about gradient descent methods including back-propagation and Hopfield nets.

The text explains self-organization, feature maps, and associative memory.

Adaptive resonance theory is clarified through a hierarchical description of its operation.

Each copy is in new, mint condition and arrives with guaranteed packaging.

Orders received before 12 noon are dispatched the same day for fast delivery.

Enjoy peace of mind with no quibbles returns on your purchase.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
05 August 1997
Listed Since
05 February 2007

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No barcode data available

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