Dolphin Swarm Extreme Learning Machine
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DOI: 10.1007/s12559-017-9451-y
Abstract: As a novel learning algorithm for a single hidden-layer feedforward neural network, the extreme learning machine has attracted much research attention for its fast training speed and good generalization performances. Instead of iteratively tuning the… read more here.
Keywords: input weights; machine; extreme learning; learning machine ... See more keywords
The selection of input weights of extreme learning machine: A sample structure preserving point of view
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.06.079
Abstract: Abstract The random assignment strategy for input weights has brought extreme learning machine (ELM) many advantages such as fast learning speed, minimal manual intervention and so on. However, the Monte Carlo (MC) based random sampling… read more here.
Keywords: input weights; sample structure; structure preserving; extreme learning ... See more keywords