Parallel Implementations of Backpropagation Neural Networks on Transputers is popular PDF and ePub book, written by P. Saratchandran in 1996, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Parallel Implementations of Backpropagation Neural Networks on Transputers can be Read Online from any device for your convenience.
Parallel Implementations of Backpropagation Neural Networks on Transputers Book PDF Summary
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.
Detail Book of Parallel Implementations of Backpropagation Neural Networks on Transputers PDF
- Author : P. Saratchandran
- Release : 21 September 1996
- Publisher : World Scientific
- ISBN : 9810226543
- Genre : Computers
- Total Page : 228 pages
- Language : English
- PDF File Size : 16,7 Mb
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