Description: ELM extreme learning machine (extreme learning machine) is a simple and easy to use, effective SLFNs single hidden layer feedforward neural network learning algorithm. Put forward by Huang Guangbin at nanyang technological university in 2004. The traditional neural network learning algorithm (BP algorithm) need to be set a large amount of network training parameter, and it s easy to produce the local optimal solution. Extreme learning machine only need to set the number of hidden layer nodes of networks, execution of the algorithm does not need to adjust the network weights of the input and hidden yuan bias, and produce the optimal solution, thus has advantages of fast learning speed and good generalization capability.
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File list (Check if you may need any files):
HardlimActFun.m
OSELM.doc
OSELM.m
OSELM_VARY.m
RBFun.m
SigActFun.m
SinActFun.m
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