R-ELMNet: regularized extreme learning machine network

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

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...