[PDF.09qm] Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4

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

[PDF.pf28] Analogue Imprecision in Mlp Training, Progress in Neural Processing, Vol 4

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 | #13721546 in Books |  World Scientific Pub Co Inc |  1996-08-01 | Original language:English | PDF # 1 |  9.00 x6.25 x.75l,1.10 | File type: PDF | 192 pages

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||About the Author||PETER EDWARDS, crime reporter for the Toronto Star, is the author of ten books, including the highly praised One Dead Indian: The Premier, the Police and the Ipperwash Crisis. Edwards has been nominated four times for the Arthur Ellis Award and

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 accurac...

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