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

Name: Analogue Imprecision In Mlp Training, Progress In Neural Processing, Vol 4
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789810227395
Price: 1921 CZK
Availability: InStock

Autor: Peter J. Edwards, A.F. Murray

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: 50 % šance

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Hardware inaccuracy and imprecision are important considerations when implementing neural algorithms...

Informace o knize

Autor

Peter J. Edwards, A.F. Murray

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

1996

Stránek

192

EAN

9789810227395

ISBN

9810227396

Enbook ID

05065519

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

266

Kompletní popis

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 implication 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.

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

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