Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4 by Edwards, Peter

Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4 (Hardcover) (ISBN-13: 9789810227395)

Vendor: Peter Edwards
Product type: Books
Format: Hardcover
$85.00
$85.00
$85.00
Subtotal: $85.00
Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4 by Edwards, Peter

Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4

$85.00
Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4 by Edwards, Peter

Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4

$85.00
Format: Hardcover
Description
Description
x
Hardware inaccuracy and imprecision are important considerations when implementing neural algorithms. This book presents a study of synaptic weight noise as a typical fault model for analogue VLSI realisations of MLP neural networks and examines the implications for learning and network performance. The aim of the book is to present a study of how including an imprecision model into a learning scheme as a"fault tolerance hint" can aid understanding of accuracy and precision requirements for a particular implementation. In addition the study shows how such a scheme can give rise to significant performance enhancement.

Author: Peter Edwards,Alan F. Murray
ISBN-10: 9810227396
ISBN-13: 9789810227395
Publisher: World Scientific Publishing Company
Language: English
Published: 08/01/1996
Pages: 192
Format: Hardcover

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