Extreme Learning Machine Based on Stacked Denoising Sparse Auto-Encoder

Extreme Learning Machine(ELM)randomly selects input weights and hidden-layer bias of network,which increases the complexity and reduces the robustness of network.To address the problem,this paper proposes an ELM algorithm based on stacked Denoising Sparse Auto-Encoder(sDSAE-ELM).By taking the advant...

全面介紹

書目詳細資料

發表在:	Jisuanji gongcheng
主要作者:	ZHANG Guoling, WANG Xiaodan, LI Rui, LAI Jie, XIANG Qian
格式:	Article
語言:	英语
出版:	Editorial Office of Computer Engineering 2020-09-01
主題:	extreme learning machine(elm)|denoising sparse auto-encoder(dsae)|sparsity|deep learning|feature extraction
在線閱讀:	https://www.ecice06.com/fileup/1000-3428/PDF/20200907.pdf