Parallel Implementations of Backpropagation Neural Networks on Transputers
Title | Parallel Implementations of Backpropagation Neural Networks on Transputers PDF eBook |
Author | P. Saratchandran |
Publisher | World Scientific |
Pages | 228 |
Release | 1996 |
Genre | Computers |
ISBN | 9789810226541 |
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
Title | Training Set Parallel Implementations and Analysis of Backpropagation Neural Networks in a Transputer Array PDF eBook |
Author | Shou King Foo |
Publisher | |
Pages | 145 |
Release | 1994 |
Genre | |
ISBN |
Implementation of the Back Propagation Learning Algorithm of Multi-layer Neural Networks on a Parallel Machine (transputer)
Title | Implementation of the Back Propagation Learning Algorithm of Multi-layer Neural Networks on a Parallel Machine (transputer) PDF eBook |
Author | Tak Kiu Chan |
Publisher | |
Pages | 24 |
Release | 1992 |
Genre | Electrical engineering |
ISBN |
Information Technologies and Mathematical Modelling
Title | Information Technologies and Mathematical Modelling PDF eBook |
Author | Alexander Dudin |
Publisher | Springer |
Pages | 462 |
Release | 2014-11-04 |
Genre | Computers |
ISBN | 3319136712 |
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
Title | Transputer Applications and Systems '94 PDF eBook |
Author | A. De Gloria |
Publisher | IOS Press |
Pages | 1036 |
Release | 1994 |
Genre | Computers |
ISBN | 9789051991772 |
Proceedings -- Parallel Computing.
Parallel Computing and Transputers
Title | Parallel Computing and Transputers PDF eBook |
Author | D. Arnold |
Publisher | IOS Press |
Pages | 398 |
Release | 1994 |
Genre | Computers |
ISBN | 9789051991499 |
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
Title | GeoComputational Modelling PDF eBook |
Author | Manfred M. Fischer |
Publisher | Springer Science & Business Media |
Pages | 286 |
Release | 2013-03-09 |
Genre | Science |
ISBN | 3662046377 |
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.