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Training Set Parallel Implementations And Analysis Of Backpropagation Neural Networks In A Transputer Array
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Book Synopsis Parallel Implementations Of Backpropagation Neural Networks On Transputers: A Study Of Training Set Parallelism by : P Saratchandran
Download or read book Parallel Implementations Of Backpropagation Neural Networks On Transputers: A Study Of Training Set Parallelism written by P Saratchandran and published by World Scientific. This book was released on 1996-07-04 with total page 222 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.
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.
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.
Book Synopsis The 1994 IEEE International Conference on Neural Networks by :
Download or read book The 1994 IEEE International Conference on Neural Networks written by and published by . This book was released on 1994 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :International Neural Network Society Publisher :Psychology Press ISBN 13 :9780805826081 Total Pages :1408 pages Book Rating :4.8/5 (26 download)
Book Synopsis WCNN'96, San Diego, California, U.S.A. by : International Neural Network Society
Download or read book WCNN'96, San Diego, California, U.S.A. written by International Neural Network Society and published by Psychology Press. This book was released on 1996 with total page 1408 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis World Congress on Neural Networks, San Diego by :
Download or read book World Congress on Neural Networks, San Diego written by and published by Psychology Press. This book was released on 1994 with total page 916 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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.
Book Synopsis The International Journal of Neural Networks by :
Download or read book The International Journal of Neural Networks written by and published by . This book was released on 1989 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book IJCNN'93 - Nagoya written by and published by . This book was released on 1993 with total page 1082 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Neural Networks by : Edgar Sánchez-Sinencio
Download or read book Artificial Neural Networks written by Edgar Sánchez-Sinencio and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1992 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Scientific and Technical Aerospace Reports by :
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1987 with total page 1390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.
Book Synopsis Subject Guide to Books in Print by :
Download or read book Subject Guide to Books in Print written by and published by . This book was released on 1991 with total page 2460 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis NeuralSource by : Philip D. Wasserman
Download or read book NeuralSource written by Philip D. Wasserman and published by Van Nostrand Reinhold Company. This book was released on 1990 with total page 1032 pages. Available in PDF, EPUB and Kindle. Book excerpt: Derived from the database Neural Base (still available at $495.00), this bibliography, covering more than 4,000 references, is an important collection of research information. Extensive annotations have been added to approximately 75% of the entries in the print version. Periodicals, private reports, and books are included. Indexed by author, keyword, and publication. Neurons were slacking off when A mathematical theory... was indexed under "A". Annotation copyrighted by Book News, Inc., Portland, OR
Download or read book Science Abstracts written by and published by . This book was released on 1993 with total page 948 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computing Methods in Applied Sciences and Engineering by : R. Glowinski
Download or read book Computing Methods in Applied Sciences and Engineering written by R. Glowinski and published by SIAM. This book was released on 1990-01-01 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Proceedings of the Ninth International Conference on Computing Methods in Applied Sciences and Engineering, Paris, France, January 29-February 2, 1990"--T.p. verso.
Download or read book ICASSP 89 written by and published by . This book was released on 1989 with total page 848 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Conference Record of the Eighth Conference on Real-Time Computer Applications in Nuclear, Particle and Plasma Physics, Vancouver, June 8-11, 1993 by : David Axen
Download or read book Conference Record of the Eighth Conference on Real-Time Computer Applications in Nuclear, Particle and Plasma Physics, Vancouver, June 8-11, 1993 written by David Axen and published by Triumf. This book was released on 1993 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt:
