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- Title
Bisection extreme learning machine.
- Authors
ZHAI Min; GAO Hai-rui
- Abstract
A new method to determine the networks is proposed. Based on the traditional neural network theory, combining the previous ELM algorithm,a new method to determine the network structure which called the bisection ELM is put forward. This new algorithm is full-automatically to determine the network architecture which needs not to adjust any parameters,and it gives a good idea to find better method in the future. Simulation results demonstrate and verify this new method not only achieve extremely fast convergence rate and obtain a more compact network structure, but also have good generalization performance.
- Subjects
BISECTORS (Geometry); ARTIFICIAL neural networks; GEOMETRY; COMPUTER architecture; ARTIFICIAL intelligence
- Publication
Basic Sciences Journal of Textile Universities / Fangzhi Gaoxiao Jichu Kexue Xuebao, 2014, Vol 27, Issue 1, p108
- ISSN
1006-8341
- Publication type
Article