Biologically inspired information integration pooling module of spiking neural networks for rolling bearing fault diagnosis

•The research establishes a mathematical model for the application of rolling bearing fault diagnosis, with theoretical analysis of ANN-to-SNN.•We develop IIPooling, a novel and effective module for information integration of ANN-to-SNN.•IIPooling includes the promotion, lateral inhibition, and long...

Celý popis

Podrobná bibliografia

Vydané v:	Expert systems with applications Ročník 286; s. 128032
Hlavní autori:	Shi, Mingfei, Jiang, Feng, Li, Yongbo, Du, Lin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 15.08.2025
Predmet:	Information integration pooling Negative feedback mechanism Neural network conversion Parameter adaptive algorithms Rolling bearing fault diagnosis Negative feedback mechanism Parameter adaptive algorithms Neural network conversion Rolling bearing fault diagnosis Information integration pooling
ISSN:	0957-4174
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!