Introduction to the Theory of Neural Computation (Santa Fe Institute Studies in the Sciences of Complexity #1) (Paperback)

By John A. Hertz, Anders S. Krogh, Richard G. Palmer

CRC Press, 9780201515602, 352pp.

Publication Date: June 26, 1991

Other Editions of This Title:
Hardcover (6/13/2019)

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Description

This book is a comprehensive introduction to the neural network models currently under intensive study for computational applications. It is a detailed, logically-developed treatment that covers the theory and uses of collective computational networks, including associative memory, feed forward networks, and unsupervised learning. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.