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Pullback Exponential Attractors for Non-autonomous Recurrent Neural Networks with Discrete and Distributed Time-Varying Delays.

Authors :
Yang, Lin
Wang, Yejuan
Kloeden, Peter E.
Source :
Journal of Dynamics & Differential Equations. Mar2023, Vol. 35 Issue 1, p303-327. 25p.
Publication Year :
2023

Abstract

First some sufficient conditions are presented for the existence and the construction of pullback exponential attractors for infinite dimensional non-autonomous dynamical systems with delays. This abstract result is then used to establish the existence of pullback exponential attractors for an infinite lattice model of non-autonomous recurrent neural networks with discrete and distributed time-varying delays. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10407294
Volume :
35
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Dynamics & Differential Equations
Publication Type :
Academic Journal
Accession number :
161960473
Full Text :
https://doi.org/10.1007/s10884-021-09991-3