HCFNN: High-order coverage function neural network for image classification

•A more flexible HCF neuron model for DNNs is introduced; it constructs geometries in an n-dimensional space by changing weights and hyper-parameters and thus, possesses higher variability and plasticity. Furthermore, the approximation theorem and proof for arbitrary continuous infinite functions ar...

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Bibliographic Details

Published in:	Pattern recognition Vol. 131; p. 108873
Main Authors:	Ning, Xin, Tian, Weijuan, Yu, Zaiyang, Li, Weijun, Bai, Xiao, Wang, Yuebao
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2022
Subjects:	Back propagation Computer vision DNNs Heuristic algorithm Neuron modeling Back propagation Computer vision Heuristic algorithm Neuron modeling DNNs
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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