Can I read An Introduction To Neural Networks on EtoBox?

An Introduction To Neural Networks by KEVIN GURNEY, Kevin R Gurney, Gurney, Kevin is a book available to read on EtoBox.

What is An Introduction To Neural Networks about?

Though mathematical ideas underpin the study of neural networks, the author presents the fundamentals without the full mathematical apparatus. All aspects of the field are tackled, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps. The traditionally difficult topic of adaptive resonance theory is clarified within a hierarchical description of its operation. The book also includes several real-world examples to provide a concrete focus. This should enhance its appeal to those involved in the design, construction and management of networks in commercial environments and who wish to improve their understanding of network simulator packages. As a comprehensive and highly accessible introduction to one of the most important topics in cognitive and computer science, this volume should interest a wide range of readers, both students and professionals, in cognitive science, psychology, computer science and electrical engineering. Offers explanation of the technical aspects of the Neural Networks.

Author

KEVIN GURNEY, Kevin R Gurney, Gurney, Kevin

Publisher

UCL PRESS

Published

1997

Language

EN

ISBN

9780203451519

Subjects

Computer Science, Engineering, Science