R-ELMNet: regularized extreme learning machine network

R-ELMNet: regularized extreme learning machine network

Principal component analysis network (PCANet), as an unsupervised shallow network, demonstrates noticeable effectiveness on datasets of various volumes. It carries a two-layer convolution with PCA as filter learning method, followed by a block-wise histogram post-processing stage. Following the stru...

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Bibliographic Details
Main Authors: Zhang, Guanghao, Li, Yue, Cui, Dongshun, Mao, Shangbo, Huang, Guang-Bin
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Electrical and electronic engineering
Shallow Network
PCANet
Online Access:https://hdl.handle.net/10356/160941

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