The effect of adaptive gain and adaptive momentum in improving training time of gradient descent back propagation algorithm on classification problems
The back propagation algorithm has been successfully applied to wide range of practical problems. Since this algorithm uses a gradient descent method, it has some limitations which are slow learning convergence velocity and easy convergence to local minima. The convergence behaviour of the back pr...
| Main Authors: | , , |
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| Format: | Article |
| Published: |
INSIGHT - Indonesian Society for Knowledge and Human Development
2011
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/2982/ |