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 …

Analysis and pinning control for passivity of coupled different dimensional neural networks

S Lin, Y Huang, S Ren - Neurocomputing, 2018 - Elsevier
In this paper, we discuss the passivity of coupled different dimensional neural networks. On
the one hand, several passivity criteria for the coupled neural networks with different …

Multiple μ-stability analysis for memristor-based complex-valued neural networks with nonmonotonic piecewise nonlinear activation functions and unbounded time …

M Tan, D Xu - Neurocomputing, 2018 - Elsevier
This paper concentrates on the coexistence and dynamical behaviors of multiple equilibrium
points for a class of memristor-based complex-valued neural networks (MCVNNs) with non …

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 …

Passivity and pinning control of coupled neural networks with and without time-varying delay

SY Ren, J Wu, SX Wang… - Transactions of the …, 2018 - journals.sagepub.com
This paper is devoted to the study of two kinds of coupled neural networks with different
dimensions for input and output vectors, that is, the case with and without time-varying delay …

Adaptive neural network prescribed performance matrix projection synchronization for unknown complex dynamical networks with different dimensions

A Fan, J Li - Neurocomputing, 2018 - Elsevier
This paper investigates an adaptive neural network prescribed performance synchronization
scheme for unknown complex dynamic networks with different dimensions. Based on …

Multistability of delayed complex-valued competitive neural networks with discontinuous non-monotonic piecewise nonlinear activation functions

D Xu, M Tan - Communications in Nonlinear Science and Numerical …, 2018 - Elsevier
This paper is concerned with the problem of coexistence and dynamical behaviors of
multiple equilibrium points for complex-valued competitive neural networks with …

Analysis and pinning control for generalized synchronization of delayed coupled neural networks with different dimensional nodes

Y Huang, W Chen, S Ren, Z Zheng - Journal of the Franklin Institute, 2018 - Elsevier
This paper investigate the generalized synchronization and pinning adaptive generalized
synchronization for delayed coupled different dimensional neural networks with hybrid …

Event‐triggered communication for passivity and synchronisation of multi‐weighted coupled neural networks with and without parameter uncertainties

Y Wang, Y Huang, E Yang - IET Control Theory & Applications, 2020 - Wiley Online Library
A multi‐weighted coupled neural networks (MWCNNs) model with event‐triggered
communication is studied here. On the one hand, the passivity of the presented network …

Finite-time stability and synchronization of the coupled switched neural networks with nodes of different dimensions

M Tan, X Li, Y Liu - Neural Processing Letters, 2019 - Springer
In practical application, the state dimensions may be different in coupled neural networks. A
class of coupled switched neural networks (CSNNs) with nodes of different dimensions is …