Parallel Implementations of Backpropagation Neural Networks on Transputers

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Publisher : World Scientific
ISBN 13 : 9789810226541
Total Pages : 228 pages
Book Rating : 4.2/5 (265 download)

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Book Synopsis Parallel Implementations of Backpropagation Neural Networks on Transputers by : P. Saratchandran

Download or read book Parallel Implementations of Backpropagation Neural Networks on Transputers written by P. Saratchandran and published by World Scientific. This book was released on 1996 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic approach to parallel implementation of feedforward neural networks on an array of transputers. The emphasis is on backpropagation learning and training set parallelism. Using systematic analysis, a theoretical model has been developed for the parallel implementation. The model is used to find the optimal mapping to minimize the training time for large backpropagation neural networks. The model has been validated experimentally on several well known benchmark problems. Use of genetic algorithms for optimizing the performance of the parallel implementations is described. Guidelines for efficient parallel implementations are highlighted.

Training Set Parallel Implementations and Analysis of Backpropagation Neural Networks in a Transputer Array

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Publisher :
ISBN 13 :
Total Pages : 145 pages
Book Rating : 4.:/5 (531 download)

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Book Synopsis Training Set Parallel Implementations and Analysis of Backpropagation Neural Networks in a Transputer Array by : Shou King Foo

Download or read book Training Set Parallel Implementations and Analysis of Backpropagation Neural Networks in a Transputer Array written by Shou King Foo and published by . This book was released on 1994 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Implementation of the Back Propagation Learning Algorithm of Multi-layer Neural Networks on a Parallel Machine (transputer)

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Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (123 download)

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Book Synopsis Implementation of the Back Propagation Learning Algorithm of Multi-layer Neural Networks on a Parallel Machine (transputer) by : Tak Kiu Chan

Download or read book Implementation of the Back Propagation Learning Algorithm of Multi-layer Neural Networks on a Parallel Machine (transputer) written by Tak Kiu Chan and published by . This book was released on 1992 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Technologies and Mathematical Modelling

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Publisher : Springer
ISBN 13 : 3319136712
Total Pages : 462 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Information Technologies and Mathematical Modelling by : Alexander Dudin

Download or read book Information Technologies and Mathematical Modelling written by Alexander Dudin and published by Springer. This book was released on 2014-11-04 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Scientific Conference on Information Technologies and Mathematical Modeling, named after A.F. Terpugov, ITMM 2014, Anzhero-Sudzhensk, Russia, held in Anzhero-Sudzhensk, Russia, in November 2014. The 50 full papers included in this volume were carefully reviewed and selected from 254 submissions. The papers focus on probabilistic methods and models, queueing theory, telecommunication systems, and software engineering.

Transputer Applications and Systems '94

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Publisher : IOS Press
ISBN 13 : 9789051991772
Total Pages : 1036 pages
Book Rating : 4.9/5 (917 download)

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Book Synopsis Transputer Applications and Systems '94 by : A. De Gloria

Download or read book Transputer Applications and Systems '94 written by A. De Gloria and published by IOS Press. This book was released on 1994 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.

Parallel Computing and Transputers

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Publisher : IOS Press
ISBN 13 : 9789051991499
Total Pages : 398 pages
Book Rating : 4.9/5 (914 download)

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Book Synopsis Parallel Computing and Transputers by : D. Arnold

Download or read book Parallel Computing and Transputers written by D. Arnold and published by IOS Press. This book was released on 1994 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: The broadening of interest in parellel computing and transputers is reflected in this text. Topics covered include: concurrent programming; graphics and image processing; and robotics and control. It is based on the proceedings of the 6th Australian Transputer and Occam User Group.

GeoComputational Modelling

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Publisher : Springer Science & Business Media
ISBN 13 : 3662046377
Total Pages : 286 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis GeoComputational Modelling by : Manfred M. Fischer

Download or read book GeoComputational Modelling written by Manfred M. Fischer and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation may be viewed as the application of a computational science paradigm to study a wide range of problems in geographical systems contexts. This volume presents a clear, comprehensive and thoroughly state-of-the-art overview of current research, written by leading figures in the field. It provides important insights into this new and rapidly developing field and attempts to establish the principles, and to develop techniques for solving real world problems in a wide array of application domains with a catalyst to greater understanding of what geocomputation is and what it entails. The broad coverage makes it invaluable reading for resarchers and professionals in geography, environmental and economic sciences as well as for graduate students of spatial science and computer science.

Growth Hormone And The Heart

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792372127
Total Pages : 538 pages
Book Rating : 4.3/5 (721 download)

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Book Synopsis Growth Hormone And The Heart by : Andrea Giustina

Download or read book Growth Hormone And The Heart written by Andrea Giustina and published by Springer Science & Business Media. This book was released on 2000-11-30 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Growth Hormone and the Heart endeavors to bring together knowledge that has been accumulated in the area of GH and the heart, from basic to clinical studies, by research groups working on this topic throughout the world. Lessons from different experimental models and from several human diseases (acromegaly, adult GH deficiency, heart failure) suggest to endocrinologists and cardiologists that GH may not only have a role in the physiology and pathophysiology of heart function, but that GH itself may have a place in the treatment of primary heart diseases (such as dilated cardiomyopathy) or of cardiac complications of hypopituitarism. Growth Hormone and the Heart will be a useful update of the research produced in the field of cardiovascular endocrinology. The Editors also hope that this book will serve as the primary step in the recognition of the wide physiological and clinical significance of GH and heart interactions.

Parallel Computing Technologies

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Publisher : Springer
ISBN 13 : 3540318267
Total Pages : 480 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Parallel Computing Technologies by : Malyshkin Victor

Download or read book Parallel Computing Technologies written by Malyshkin Victor and published by Springer. This book was released on 2005-09-07 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The PaCT 2005 (Parallel Computing Technologies) conference was a four-day conference held in Krasnoyarsk, September 5–9, 2005.

World Congress on Neural Networks

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Publisher : Routledge
ISBN 13 : 1317713427
Total Pages : 860 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis World Congress on Neural Networks by : Paul Werbos

Download or read book World Congress on Neural Networks written by Paul Werbos and published by Routledge. This book was released on 2021-09-09 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: Centered around 20 major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Parallel Architectures for Artificial Neural Networks

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Publisher : Wiley-IEEE Computer Society Press
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Parallel Architectures for Artificial Neural Networks by : N. Sundararajan

Download or read book Parallel Architectures for Artificial Neural Networks written by N. Sundararajan and published by Wiley-IEEE Computer Society Press. This book was released on 1998-12-14 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: An excellent reference for neural networks research and application, this book covers the parallel implementation aspects of all major artificial neural network models in a single text. Parallel Architectures for Artificial Neural Networks details implementations on various processor architectures built on different hardware platforms, ranging from large, general purpose parallel computers to custom built MIMD machine. Working experts describe their implementation research including results that are then divided into three sections: The theoretical analysis of parallel implementation schemes on MIMD message passing machines The details of parallel implementation of BP neural networks on general purpose, large, parallel computers Four specific purpose parallel neural computer configuration Aimed at graduate students and researchers working in artificial neural networks and parallel computing this work can be used by graduate level educators to illustrate parallel computing methods for ANN simulation. Practitioners will also find the text an ideal reference tool for lucid mathematical analyses.

Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi

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Publisher : World Scientific
ISBN 13 : 9814494488
Total Pages : 286 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi by : Peter Arhem

Download or read book Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi written by Peter Arhem and published by World Scientific. This book was released on 2000-06-12 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main aim of this book is to raise and clear up the intriguing problems of noise and chaos in the nervous system. What functional role do fluctuations in neural systems play? Are there chaotic processes in the brain? What is the neural code, and how robust is it towards noise? Are there mechanisms that can control noise and chaos?The book provides an introduction to this new and hot field of research, and at the same time brings the reader to the forefront of scientific inquiry. It is intended primarily for biologists involved in theoretical treatment and for physicists with an interest in biology, but the overview character of the articles makes it also well suited for a broader readership.

Disorder Versus Order in Brain Function

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Publisher : World Scientific
ISBN 13 : 9810240082
Total Pages : 286 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Disorder Versus Order in Brain Function by : Peter rhem

Download or read book Disorder Versus Order in Brain Function written by Peter rhem and published by World Scientific. This book was released on 2000 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a collection of diverse essays by such authors as Diana Smetters, Hermann Haken, and Scott Kelso.

Neuromorphic Systems

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Publisher : World Scientific
ISBN 13 : 9789810233778
Total Pages : 278 pages
Book Rating : 4.2/5 (337 download)

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Book Synopsis Neuromorphic Systems by : Leslie S. Smith

Download or read book Neuromorphic Systems written by Leslie S. Smith and published by World Scientific. This book was released on 1998 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuromorphic systems are implementations in silicon of sensory and neural systems whose architecture and design are based on neurobiology. This growing area proffers exciting possibilities, such as sensory systems that can compete with human senses and pattern recognition systems that can run in real time. The area is at the intersection of neurophysiology, computer science and electrical engineering. This book brings together recent developments in Europe and the US, so that researchers in both academia and industry can find out about the state of the art. As well as elementary material on what neuromorphic systems are and why they are growing in importance, the book contains details of current work. Them are articles on aspects of implementing sensory neuromorphic systems, as well as articles on neuromorphic hardware.

Industrial Applications in Power Systems, Computer Science, and Telecommunications

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Publisher :
ISBN 13 :
Total Pages : 614 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Industrial Applications in Power Systems, Computer Science, and Telecommunications by :

Download or read book Industrial Applications in Power Systems, Computer Science, and Telecommunications written by and published by . This book was released on 1996 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence in Real-Time Control 1994

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Publisher : Elsevier
ISBN 13 : 1483296938
Total Pages : 399 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Artificial Intelligence in Real-Time Control 1994 by : A. Crespo

Download or read book Artificial Intelligence in Real-Time Control 1994 written by A. Crespo and published by Elsevier. This book was released on 2014-06-28 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence is one of the new technologies that has contributed to the successful development and implementation of powerful and friendly control systems. These systems are more attractive to end-users shortening the gap between control theory applications. The IFAC Symposia on Artificial Intelligence in Real Time Control provides the forum to exchange ideas and results among the leading researchers and practitioners in the field. This publication brings together the papers presented at the latest in the series and provides a key evaluation of present and future developments of Artificial Intelligence in Real Time Control system technologies.

Parallel Implementation of Backpropagation Neural Networks

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Publisher :
ISBN 13 :
Total Pages : 147 pages
Book Rating : 4.:/5 (512 download)

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Book Synopsis Parallel Implementation of Backpropagation Neural Networks by : Arularasan Ramasamy

Download or read book Parallel Implementation of Backpropagation Neural Networks written by Arularasan Ramasamy and published by . This book was released on 1997 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: