Neighborhood based modified backpropagation algorithm using adaptive learning parameters for training feedforward neural networks

Author:

Kathirvalavakumar T.,Jeyaseeli Subavathi S.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference26 articles.

1. A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm;Abid;IEEE Trans. Neural Networks,2001

2. Training of a feedforward multiple-valued neural networks by error backpropagation with a multilevel threshold function;Asari;IEEE Trans. Neural Networks,2001

3. On adaptive learning rate that guarantees convergence in feedforward networks;Behera;IEEE Trans. Neural Networks,2006

4. S.E. Fahlman, An empirical study of learning speed in backpropagation networks, Technical Report, CMU-CA-88-162, 1988.

5. Training feedforward networks with Marquardt algorithms;Hagan;IEEE Trans. Neural Networks,1994

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