Parallel Implementations of Backpropagation Neural Networks on Transputers
Parallel Implementations of Backpropagation Neural Networks on Transputers

Author: P. Saratchandran

Publisher: World Scientific

Published: 1996

Total Pages: 228

ISBN-13: 9789810226541

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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.

Information Technologies and Mathematical Modelling
Information Technologies and Mathematical Modelling

Author: Alexander Dudin

Publisher: Springer

Published: 2014-11-04

Total Pages: 462

ISBN-13: 3319136712

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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.

Parallel Computing and Transputers
Parallel Computing and Transputers

Author: D. Arnold

Publisher: IOS Press

Published: 1994

Total Pages: 398

ISBN-13: 9789051991499

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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
GeoComputational Modelling

Author: Manfred M. Fischer

Publisher: Springer Science & Business Media

Published: 2013-03-09

Total Pages: 286

ISBN-13: 3662046377

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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
Growth Hormone And The Heart

Author: Andrea Giustina

Publisher: Springer Science & Business Media

Published: 2000-11-30

Total Pages: 538

ISBN-13: 9780792372127

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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
Parallel Computing Technologies

Author: Malyshkin Victor

Publisher: Springer

Published: 2005-09-07

Total Pages: 480

ISBN-13: 3540318267

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The PaCT 2005 (Parallel Computing Technologies) conference was a four-day conference held in Krasnoyarsk, September 5–9, 2005.

World Congress on Neural Networks
World Congress on Neural Networks

Author: Paul Werbos

Publisher: Routledge

Published: 2021-09-09

Total Pages: 860

ISBN-13: 1317713427

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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.

Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi
Disorder Versus Order In Brain Function, Essays In Theoretical Neurobi

Author: Peter Arhem

Publisher: World Scientific

Published: 2000-06-12

Total Pages: 286

ISBN-13: 9814494488

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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.