Comparing Reservoir Artificial and Spiking Neural Networks in Machine Fault Detection Tasks

Comparing Reservoir Artificial and Spiking Neural Networks in Machine Fault Detection Tasks

For the last two decades, artificial neural networks (ANNs) of the third generation, also known as spiking neural networks (SNN), have remained a subject of interest for researchers. A significant difficulty for the practical application of SNNs is their poor suitability for von Neumann computer arc...

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Bibliographic Details
Main Authors: Vladislav Kholkin, Olga Druzhina, Valerii Vatnik, Maksim Kulagin, Timur Karimov, Denis Butusov
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Big Data and Cognitive Computing
Subjects:
artificial neural networks
spiking neural networks
reservoir computing
fault diagnosis
Online Access:https://www.mdpi.com/2504-2289/7/2/110

Internet

https://www.mdpi.com/2504-2289/7/2/110

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