Global μ-stability criteria for quaternion-valued neural networks with unbounded time-varying delays

Y Liu, D Zhang, J Lu, J Cao - Information Sciences, 2016 - Elsevier
In this paper, we first propose quaternion-valued neural networks (QVNNs) with unbounded
time-varying delays. Some sufficient conditions on the global μ-stability in the form of both …

Exponential synchronization of neural networks with discrete and distributed delays under time-varying sampling

ZG Wu, P Shi, H Su, J Chu - IEEE Transactions on Neural …, 2012 - ieeexplore.ieee.org
This paper investigates the problem of master-slave synchronization for neural networks
with discrete and distributed delays under variable sampling with a known upper bound on …

Exponential input-to-state stability of stochastic Cohen–Grossberg neural networks with mixed delays

Q Zhu, J Cao, R Rakkiyappan - Nonlinear Dynamics, 2015 - Springer
In this paper, we study an issue of input-to-state stability analysis for a class of impulsive
stochastic Cohen–Grossberg neural networks with mixed delays. The mixed delays consist …

Robust partial-nodes-based state estimation for complex networks under deception attacks

N Hou, Z Wang, DWC Ho… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
In this paper, the partial-nodes-based state estimators (PNBSEs) are designed for a class of
uncertain complex networks subject to finite-distributed delays, stochastic disturbances, as …

Robust fixed-time synchronization of delayed Cohen–Grossberg neural networks

Y Wan, J Cao, G Wen, W Yu - Neural Networks, 2016 - Elsevier
The fixed-time master–slave synchronization of Cohen–Grossberg neural networks with
parameter uncertainties and time-varying delays is investigated. Compared with finite-time …