New results for uncertain switched neural networks with mixed delays using hybrid division method
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.03.046
Abstract: Abstract This paper addresses the problem of stability analysis for uncertain switched neural networks with mixed time-varying delays resorting to a novel delay division method. Firstly, based on the theory of arithmetic and geometric sequence,… read more here.
Keywords: neural networks; division; switched neural; networks mixed ... See more keywords
Finite-time synchronization of switched neural networks with state-dependent switching via intermittent control
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.12.031
Abstract: Abstract In this paper, the finite-time synchronization problem for switched neural networks with state-dependent switching under intermittent control is discussed. Different from previous literature, this paper uses aperiodically intermittent control to make switched neural networks… read more here.
Keywords: finite time; neural networks; intermittent control; switched neural ... See more keywords
Synchronization of Switched Neural Networks via Attacked Mode-Dependent Event-Triggered Control and Its Application in Image Encryption.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3227021
Abstract: It is challenging to synchronize switched time-delay systems when some modes are uncontrolled and the dwell time (DT) of controlled mode is very small. Therefore, in this article, global exponential synchronization almost surely (GES a.s.)… read more here.
Keywords: event triggered; neural networks; switched neural; mode ... See more keywords
Multistability of Switched Neural Networks With Piecewise Linear Activation Functions Under State-Dependent Switching
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2018.2876711
Abstract: This paper is concerned with the multistability of switched neural networks with piecewise linear activation functions under state-dependent switching. Under some reasonable assumptions on the switching threshold and activation functions, by using the state-space decomposition… read more here.
Keywords: tex math; switched neural; neural networks; inline formula ... See more keywords