ANALOGUE IMPRECISION IN MLP TRAINING, PROGRESS IN NEURAL PROCESSING, VOL 4 by P J Edwards
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 afault 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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VISION: IMAGES, SIGNALS AND NEURAL NETWORKS - MODELS OF NEURAL PROCESSING IN VISUAL PERCEPTION
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MODELING LANGUAGE, COGNITION AND ACTION - PROCEEDINGS OF THE NINTH NEURAL COMPUTATION AND PSYCHOLOGY WORKSHOP
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FROM ASSOCIATION TO RULES: CONNECTIONIST MODELS OF BEHAVIOR AND COGNITION - PROCEEDINGS OF THE TENTH NEURAL COMPUTATION AND PSYCHOLOGY WORKSHOP
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Neural Networks: The Statistical Mechanics Perspective - Proceedings Of The Ctp-pbsri Joint Workshop On Theoretical Physics
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BUSINESS APPLICATIONS OF NEURAL NETWORKS: THE STATE-OF-THE-ART OF REAL-WORLD APPLICATIONS
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DISORDER VERSUS ORDER IN BRAIN FUNCTION, ESSAYS IN THEORETICAL NEUROBI
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APPLICATIONS OF NEURAL NETWORKS IN ENVIRONMENT, ENERGY AND HEALTH - PROCEEDINGS OF THE 1995 WORKSHOP ON THE ENVIRONMENT AND ENERGY APPLICATIONS OF NEURAL NETWORKS
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NEURAL NETWORKS: BEST PRACTICE IN EUROPE - PROCEEDINGS OF THE STICHTING NEURALE NETWERKEN CONFERENCE 1997, PROGRE
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NEURAL MODELING OF BRAIN AND COGNITIVE DISORDERS
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COMPUTATIONAL MODELS OF COGNITIVE PROCESSES - PROCEEDINGS OF THE 13TH NEURAL COMPUTATION AND PSYCHOLOGY WORKSHOP
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NEUROCOMPUTATIONAL MODELS OF COGNITIVE DEVELOPMENT AND PROCESSING - PROCEEDINGS OF THE 14TH NEURAL COMPUTATION AND PSYCHOLOGY WORKSHOP
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CONNECTIONIST MODELS OF BEHAVIOUR AND COGNITION II - PROCEEDINGS OF THE 11TH NEURAL COMPUTATION AND PSYCHOLOGY WORKSHOP
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Brighton and the South Downs (Pocket Mountains)
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Mountain Biking on the South Downs
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Scottish Wild Country Backpacking
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Mountain Biking in Southern and Central Scotland
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Uist Barra & Vatersay
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Walking on Jura, Islay and Colonsay
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The Hebrides
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Lewis
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Albuera: Wellington's Peninsular Campaign of 1811
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Arran: 40 Hill, Glen and Coastal Walks
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Harris
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Aviemore and the Cairngorms - 40 Favourite Walks
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Mountain Biking on the North Downs
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The Bandido Massacre
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Lost for Words
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What the Other Half Don't Know
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Skye - Pocket Mountains
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Risk Management in Project Organisations
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Farming
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Rev, Keep the Faith
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Single Dads You've Got This
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Australia and The Vietnam War
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The Horse as Cultural Icon
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Successful Study Skills and Learning Strategies
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Talavera
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The Encyclopedia Of Canadian Organized Crime
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Horses and the Aristocratic Lifestyle in Early Modern England
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Authority, Authorship and Aristocratic Identity in Seventeenth-Century England
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Candid Reasons for Renouncing the Principles of Anti-paedobaptism, Also a Short Method With the Baptists
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The Power of Neighbourhood Planning
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Walking Rum and the Small Isles
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A Gangster's Life
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Defence Policy-Making
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Gyoergy Ligeti's Le Grand Macabre: Postmodernism, Musico-Dramatic Form and the Grotesque
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Out of the Closet
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Shared Care
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The Infiltrator
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Monarchy, the Court, and the Provincial Elite in Early Modern Europe
| SKU | Unavailable |
| ISBN 13 | 9789810227395 |
| ISBN 10 | 9810227396 |
| Title | ANALOGUE IMPRECISION IN MLP TRAINING, PROGRESS IN NEURAL PROCESSING, VOL 4 |
| Author | Peter Edwards |
| Series | Progress In Neural Processing |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | World Scientific Publishing Co Pte Ltd |
| Year published | 1996-08-01 |
| Number of pages | 192 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |