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 ...
Read More
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.
Read Less
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Volume 4. This is an ex-library book and may have the usual library/used-book markings inside. This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item, 450grams, ISBN: 9789810227395.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
*Price HAS BEEN REDUCED by 10% until Monday, Sept. 30 (sale item)* 178 pp., hardcover, ex library, else text and binding still clean tight and bright. -If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
As New in - jacket. 6 x 8" A solid copy; ----------SATISFACTION GUARANTEED---------FAST, COURTEOUS SERVICE------ALL DUSTJACKETS ARE COVERED WITH NEW CLEAR MYLAR PROTECTOR-----(8/5/21-55070 )