Extreme Learning Machine for Optimized Affine Transformation Based on Gaussian Distribution

Extreme learning machine (ELM) is massively mapped to the saturation region of the activation function. Moreover, the input and output of the hidden layer are far from being able to obtain a common distribution method, which gives rise to poor generalization performance. Aiming at this problem, the...

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Bibliographic Details
Main Author: ZHANG Yi, WANG Shitong
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-04-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2654.shtml