Shannon Entropy and Mean Square Errors for speeding the convergence of Multilayer Neural Networks: A comparative approach
Improving the efficiency and convergence rate of the Multilayer Backpropagation Neural Network Algorithms is an active area of research. The last years have witnessed an increasing attention to entropy based criteria in adaptive systems. Several principles were proposed based on the maximization or...
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| Format: | Article |
| Language: | English |
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Elsevier
2011-11-01
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| Series: | Egyptian Informatics Journal |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S1110866511000399 |