A Multireservoir Echo State Network Combined with Olfactory Feelings Structure

As a special form of recurrent neural network (RNN), echo state networks (ESNs) have achieved good results in nonlinear system modeling, fuzzy nonlinear control, time series prediction, and so on. However, the traditional single-reservoir ESN topology limits the prediction ability of the network. In...

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Bibliographic Details
Main Authors: Shuxian Lun, Qian Wang, Jianning Cai, Xiaodong Lu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/22/4635