Data & IT
Analogue Imprecision In Mlp Training, Progress In Neural Processing, Vol 4
Peter Edwards • Alan F Murray • Alan F Murray • P Edwards A Murray
Inbunden
1659:-
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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.
- Format: Inbunden
- ISBN: 9789810227395
- Språk: Engelska
- Antal sidor: 192
- Utgivningsdatum: 1996-08-01
- Förlag: World Scientific Publishing Co Pte Ltd