Entropy Learning in Neural Network
In this paper, entropy term is used in the learning phase of a neural network. As learning progresses, more hidden nodes get into saturation. The early creation of such hidden nodes may impair generalisation. Hence entropy approach is proposed to dampen the early creation of such nodes. The entr...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universiti Brunei Darussalam
2017-12-01
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| Series: | ASEAN Journal on Science and Technology for Development |
| Online Access: | http://www.ajstd.org/index.php/ajstd/article/view/362 |