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...

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Bibliographic Details
Published in:Jisuanji gongcheng
Main Author: ZHANG Guoling, WANG Xiaodan, LI Rui, LAI Jie, XIANG Qian
Format: Article
Language:English
Published: Editorial Office of Computer Engineering 2020-09-01
Subjects:
extreme learning machine(elm)|denoising sparse auto-encoder(dsae)|sparsity|deep learning|feature extraction
Online Access:https://www.ecice06.com/fileup/1000-3428/PDF/20200907.pdf

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