Global stability of complex-valued neural networks with both leakage time delay and discrete time delay on time scales

X Chen, Q Song - Neurocomputing, 2013 - Elsevier
In this paper, the complex-valued neural networks with both leakage time delay and discrete
time delay as well as two types of activation functions on time scales are considered. By …

Exponential stability of discrete-time uncertain neural networks with multiple time-varying leakage delays

E Suntonsinsoungvon, S Udpin - Mathematics and Computers in Simulation, 2020 - Elsevier
… to study the problem of robust exponential stability of DNNs of leakage time-varying delays.
… analysis of discrete-time neural networks with multiple time-varying leakage delay is treated …

Exponential stability analysis for discrete-time quaternion-valued neural networks with leakage delay and discrete time-varying delays

X You, S Dian, R Guo, S Li - Neurocomputing, 2021 - Elsevier
… However, to the best of our knowledge, the exponential stability analysis for DTQVNNs with
leakage delay and discrete time-varying delays have not been found in the existing literature…

Stability analysis for discrete-time stochastic memristive neural networks with both leakage and probabilistic delays

H Liu, Z Wang, B Shen, T Huang, FE Alsaadi - Neural Networks, 2018 - Elsevier
… a class of discrete-time stochastic memristive neural networks (DSMNNs) with both leakage
delays as well as probabilistic time-varying delays. For the probabilistic delays, a sequence …

Robust stability analysis for discrete-time uncertain neural networks with leakage time-varying delay

LJ Banu, P Balasubramaniam, K Ratnavelu - Neurocomputing, 2015 - Elsevier
… for discrete-time neural network with leakage time-varying delay and … , the leakage delay
is not a constant, so we ought to consider the neural networks with time-varying leakage delay. …

Robust stability analysis for discrete-time neural networks with time-varying leakage delays and random parameter uncertainties

LJ Banu, P Balasubramaniam - Neurocomputing, 2016 - Elsevier
… To practice, the leakage time-delay is not a constant, so we ought to … the time-varying
leakage delay. Thus, the stability analysis of neural networks with time-varying delay in leakage

Global μ-stability analysis of discrete-time complex-valued neural networks with leakage delay and mixed delays

X Chen, Q Song, Z Zhao, Y Liu - Neurocomputing, 2016 - Elsevier
… including leakage delay, discrete delay and distributed delay in the literature, and remains …
of μ-stability for discrete-time CVNNs with leakage delay, discrete delay and distributed delay. …

Dissipativity and passivity analysis for discretetime complex‐valued neural networks with leakage delay and probabilistic time‐varying delays

S Ramasamy, G Nagamani - International Journal of Adaptive …, 2017 - Wiley Online Library
… passivity analysis for discrete-time CVNNs with probabilistic time-varying delays has not yet
… stability analysis of discrete-time CVNNs with leakage delay and mixed delays by using only …

Stochastic dissipativity and passivity analysis for discrete-time neural networks with probabilistic time-varying delays in the leakage term

G Nagamani, S Ramasamy - Applied Mathematics and Computation, 2016 - Elsevier
… Now, we introduce discrete delays d 1 (k) and d 2 (k), and leakage delays σ 1 (k) and σ 2 (k)
such that d ( k ) = { d 1 ( k ) , d ( k ) ∈ [ d m , d 0 ] d 2 ( k ) , d ( k ) ∈ ( d 0 , d M ] σ ( k ) = { σ 1 ( …

[HTML][HTML] Enhanced robust finite-time passivity for Markovian jumping discrete-time BAM neural networks with leakage delay

C Sowmiya, R Raja, J Cao, G Rajchakit… - Advances in Difference …, 2017 - Springer
… -time boundedness and passivity of uncertain discrete-time Markovian jumping BAM neural
networks with leakage time-delays. … the given range of time delay interval together with free …