I've been looking into various NN training options and stumbled across Extreme Learning Machines which, the creators purport, supposedly train much faster than deep networks using more traditional back prop training methods.
I notice this paper from 2004: http://www.ntu.edu.sg/home/egbhuang/pdf/ELM_IJCNN2004.PDF
And an article in IEEE IntelligentSystems from 2013: http://www.ntu.edu.sg/home/egbhuang/pdf/IEEE-IS-ELM.pdf
Does anyone have any experience with ELMs? Impressions, opinions?
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