Description: Extreme Learning Machine (extreme learning machine) ELM is an easy-to-use and effective single hidden layer feedforward neural network the SLFNs learning algorithm. 2006 by the Nanyang Technological University Associate Professor Huang Guangbin. Traditional neural network learning algorithm (BP) artificial network training parameters, and it is easy to generate a local optimal solution. Extreme Learning Machine network only need to set the number of hidden nodes, the algorithm implementation process does not need to adjust the network input weights and hidden element of bias, and only optimal solution, so the learning speed and generalization good performance advantages.
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File list (Check if you may need any files):
EXAMP1
......\ELM.asv
......\ELM.m
......\sinc_test
......\sinc_train
EXAMP2
......\ELM-Talk.pdf
......\ELM.asv
......\ELM.m
......\diabetes_test
......\diabetes_train
......\main.m
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