Stability Analysis of Recurrent-Neural-Based Controllers Using Dissipativity Domain

Stability Analysis of Recurrent-Neural-Based Controllers Using Dissipativity Domain

This paper proposes a method for the stability analysis of dynamic neural networks. The stability analysis of dynamic neural networks is a challenging task due to internal feedback connections. In this research work, we propose an algorithm based on the Reduction of Dissipativity Domain (RODD) algor...

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Bibliographic Details
Main Author: Reza Jafari
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
recurrent neural network
stability analysis
dissipativity domain
reachable set
linear and quadratic approximation of reachable set
Online Access:https://www.mdpi.com/2227-7390/11/14/3050

Internet

https://www.mdpi.com/2227-7390/11/14/3050

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