Event-triggered synchronization for neutral-type semi-Markovian neural networks with partial mode-dependent time-varying delays

H Zhang, Z Qiu, J Cao, M Abdel-Aty… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This article studies the event-triggered stochastic synchronization problem for neutral-type
semi-Markovian jump (SMJ) neural networks with partial mode-dependent additive time …

Reachable set estimation for Markovian jump neural networks with time-varying delay

WJ Lin, Y He, M Wu, Q Liu - Neural Networks, 2018 - Elsevier
This paper is concerned with the reachable set estimation for Markovian jump neural
networks with time-varying delay and bounded peak inputs. The objective is to find a …

Stochastic stability criterion of neutral-type neural networks with additive time-varying delay and uncertain semi-Markov jump

H Zhang, Z Qiu, L Xiong - Neurocomputing, 2019 - Elsevier
In this paper, the stochastic stability problem for a class of neutral-type neural networks with
additive time-varying delay and uncertain semi-Markov jump is discussed. The uncertainty of …

Multistability analysis of delayed quaternion-valued neural networks with nonmonotonic piecewise nonlinear activation functions

M Tan, Y Liu, D Xu - Applied Mathematics and Computation, 2019 - Elsevier
This paper deals with the multistability problem of the quaternion-valued neural networks
(QVNNs) with nonmonotonic piecewise nonlinear activation functions and unbounded time …

[PDF][PDF] Stability and dissipativity analysis for neutral type stochastic Markovian jump static neural networks with time delays

Y Cao, R Samidurai, R Sriraman - Journal of Artificial Intelligence and …, 2019 - sciendo.com
This paper studies the global asymptotic stability and dissipativity problem for a class of
neutral type stochastic Markovian Jump Static Neural Networks (NTSMJSNNs) with time …

Novel results on stability analysis of neutral-type neural networks with additive time-varying delay components and leakage delay

R Samidurai, S Rajavel, R Sriraman, J Cao… - International Journal of …, 2017 - Springer
The objective of this paper is to analyze the stability analysis of neutral-type neural networks
with additive time-varying delay and leakage delay. By constructing a suitable augmented …

Exponential Asynchronous Stabilization for Delayed Semi-Markovian Neural Networks via DAEIC

H Zhang, J Na, L Xiong, J Cao - IEEE Transactions on Neural …, 2024 - ieeexplore.ieee.org
The exponential asynchronous stabilization (EAS) issue for a category of neural networks
(NNs) with semi-Markov jump (SMJ) parameters and additive time-varying delays (ATDs) is …

Intermittent control strategy for synchronization of fractional-order neural networks via piecewise Lyapunov function method

Y Yang, Y He, M Wu - Journal of the Franklin Institute, 2019 - Elsevier
In this paper, the synchronization problem of fractional-order neural networks (FNNs) with
chaotic dynamics is investigated via the intermittent control strategy. Two types of intermittent …

Delay-independent stability criteria for complex-valued BAM neutral-type neural networks with time delays

D Xu, M Tan - Nonlinear Dynamics, 2017 - Springer
This paper focuses on the global asymptotic stability of complex-valued bidirectional
associative memory (BAM) neutral-type neural networks with time delays. By virtue of …

New asymptotic stability analysis for generalized neural networks with additive time-varying delays and general activation function

F Liu, H Liu, K Liu - Neurocomputing, 2021 - Elsevier
This paper focuses on the asymptotic stability problems of the generalized neural networks
(GNNs) with two additive time-varying delays (ATDs) and general activation function. First of …