Coexistence and locally exponential stability of multiple equilibrium points for fractional-order impulsive control Cohen–Grossberg neural networks

J Zhang, X Nie - Neurocomputing, 2024 - Elsevier
Different from the existing multiple Mittag-Leffler stability or multiple asymptotic stability, the
multiple exponential stability, which has explicit and faster convergence rate, is investigated …

Sampled-data control for Markovian switching neural networks with output quantization and packet dropouts

Y Chen, X Zhang, Z Yan, O Faydasicok… - Journal of the Franklin …, 2024 - Elsevier
This paper explores sampled-data control for Markovian switching neural networks (MSNNs)
with dynamic output quantization and packet dropouts. The primary goal is to construct a …

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 …

New method for global exponential synchronization of multi-link memristive neural networks with three kinds of time-varying delays

W Hua, Y Wang, C Liu - Applied Mathematics and Computation, 2024 - Elsevier
In this paper, a new direct method based on system solutions is proposed to give global
exponential synchronization analysis of multi-link memristive neural networks. The network …

Global exponential synchronization of switching neural networks with leakage time-varying delays

S Yuan, Y Wang, X Zhang - … in Nonlinear Science and Numerical Simulation, 2024 - Elsevier
In this paper, the synchronization problem of a class of switching neural networks with
leakage time-varying delays is studied. A system solution-based direct analysis method is …

State estimation of singularly perturbed Semi-Markov jump coupled neural networks: A two-time-scale event-triggered approach

YN Wang, F Li, H Shen - Knowledge-Based Systems, 2024 - Elsevier
The state estimation problem of singularly perturbed semi-Markov jump coupled neural
networks is investigated in this paper, in which a two-time-scale event-triggered mechanism …

Non-fragile extended dissipative synchronization control for uncertain discrete-time neural networks with leakage and unbounded time-varying delays

Y Xue, K Tu, C Liu, X Zhang - Chaos, Solitons & Fractals, 2024 - Elsevier
This work focuses on the issue of non-fragile state-feedback extended dissipative
synchronization control for uncertain discrete-time neural networks (DTNNs) with leakage …

Bi-Level Spectral Feature Selection

Z Hu, J Wang, K Zhang, W Pedrycz… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Unsupervised feature selection (UFS) aims to learn an indicator matrix relying on some
characteristics of the high-dimensional data to identify the features to be selected. However …

Global Robust Exponential Synchronization of Neutral-Type Interval Cohen–Grossberg Neural Networks with Mixed Time Delays

X Wang, J Lan, X Yang, X Zhang - Information Sciences, 2024 - Elsevier
Global robust exponential synchronization of neutral-type interval Cohen–Grossberg neural
networks (NTICGNNs) with mixed time delays is analyzed in this paper. The system model …

Global robust exponential synchronization of interval BAM neural networks with multiple time-varying delays

J Lan, X Wang, X Zhang - Circuits, Systems, and Signal Processing, 2024 - Springer
In this paper, we studied the problem of global robust exponential synchronization of interval
bidirectional associative memory (BAM) neural networks with multiple time-varying delays. A …