Design of a modular neural network based on an improved soft subspace clustering algorithm

Being a commonly used way for task decomposition in modular neural network (MNN), clustering analysis is employed to decompose the complex task into several simple subtasks for learning. Recent studies mainly focus on hard clustering, but the clusters might be not sufficiently represented when the c...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 209; p. 118219
Main Authors:	Li, Meng, Li, Wenjing, Qiao, Junfei
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.12.2022
Subjects:	Improved second-order algorithm Modular neural network RBF neural network Soft subspace clustering Improved second-order algorithm RBF neural network Soft subspace clustering Modular neural network
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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