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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Veröffentlicht in:	Expert systems with applications Jg. 209; S. 118219
Hauptverfasser:	Li, Meng, Li, Wenjing, Qiao, Junfei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 15.12.2022
Schlagworte:	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-Zugang:	Volltext
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