A Novel Pruning Algorithm for Optimizing Feedforward Neural Network of Classification Problems

Author:

Augasta M. Gethsiyal,Kathirvalavakumar T.

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Networks and Communications,General Neuroscience,Software

Reference43 articles.

1. Reitermanova Z (2008) Feedforward neural networks—architecture optimization and knowledge extraction. In: WDS’08 proceedings of contributed papers, Part I, 159–164

2. Castellano G, Fanelli AM, Pelillo M (1997) An iterative pruning algoritm for feedforward neural networks. IEEE Trans Neural Netw 8(3): 519–530

3. Ahmmed S, Abdullah-Al-Mamun K, Islam M (2007) A novel algorithm for designing three layered artificial neural networks. Int J Soft Comput 2(3): 450–458

4. Henrique M, Lima L, Seborg E (2000) Model structure determination in neural network models. Chem Eng Sci 55: 5457–5469

5. Ponnapallii PVS, Ho KC, Thomson M (1999) A formal selection and pruning algorithm for feedforward artificial neural network optimiztion. IEEE Trans Neural Netw 10(4): 964–968

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