Brain–machine interfaces using functional near-infrared spectroscopy: a review

KS Hong, U Ghafoor, MJ Khan - Artificial Life and Robotics, 2020 - Springer
Functional near-infrared spectroscopy (fNIRS) is a noninvasive method for acquiring
hemodynamic signals from the brain with advantages of portability, affordability, low …

Lag synchronization of coupled time-delayed FitzHugh–Nagumo neural networks via feedback control

MM Ibrahim, MA Kamran, MMN Mannan, IH Jung… - Scientific reports, 2021 - nature.com
Synchronization plays a significant role in information transfer and decision-making by
neurons and brain neural networks. The development of control strategies for synchronizing …

Aperiodically synchronization of multi-links delayed complex networks with semi-Markov jump and their numerical simulations to single-link robot arms

C Gao, B Guo, Y **ao, J Bao - Neurocomputing, 2024 - Elsevier
This paper investigates the p th moment exponential synchronization problem of multi-links
stochastic delayed complex networks with semi-Markov jump via aperiodically intermittent …

Synchronisation of stochastic T–S fuzzy multi‐weighted complex dynamical networks with actuator fault and input saturation

R Sakthivel, R Sakthivel, OM Kwon… - IET Control Theory & …, 2020 - Wiley Online Library
This study is concerned with the exponential synchronisation problem of multi‐weighted
stochastic fuzzy complex dynamical networks subject to time‐varying actuator faults and …

Multi-layer feed-forward neural network deep learning control with hybrid position and virtual-force algorithm for mobile robot obstacle avoidance

W Zheng, HB Wang, ZM Zhang, N Li, PH Yin - International Journal of …, 2019 - Springer
This paper addresses the trajectory tracking and obstacle avoidance control problems for a
class of mobile robot systems. Two classes of controllers are designed for the mobile robot …

Cluster synchronization of fractional-order complex networks via uncertainty and disturbance estimator-based modified repetitive control

P Selvaraj, OM Kwon, SH Lee, R Sakthivel - Journal of the Franklin Institute, 2021 - Elsevier
The combined problems of cluster synchronization and disturbance rejection for a family of
fractional-order complex networks subject to coupling delay, unknown uncertainty and …

Stability control of a two‐lane car‐following model based on cluster synchronization of complex network

W Du, Y Li, J Zhang - Optimal Control Applications and …, 2024 - Wiley Online Library
The article investigated the stability of a two‐lane car‐following model with lateral friction on
the basis of cluster synchronization theory of complex network. By using the Lyapunov …

Tracking control for the dynamic links of discrete-time complex dynamical network via state observer

L Liu, Y Wang, Z Gao - Applied Mathematics and Computation, 2020 - Elsevier
In this paper, a class of discrete-time complex dynamical networks with time-varying links is
regarded to be composed of the nodes subsystem and links subsystem which are mutually …

Uncertainty and disturbance rejections of complex dynamical networks via truncated predictive control

P Selvaraj, OM Kwon, SH Lee, R Sakthivel - Journal of the Franklin Institute, 2020 - Elsevier
This study investigates the combined problems of uncertainty and disturbance rejections
and synchronization of a class of complex dynamical networks with input delay. Specifically …

Delay‐dependent criteria for general decay synchronization of discontinuous fuzzy neutral‐type neural networks with time‐varying delays

F Kong, R Sakthivel - … Journal of Robust and Nonlinear Control, 2020 - Wiley Online Library
This paper aims to investigate the general decay synchronization analysis of discontinuous
fuzzy neutral‐type neural networks. Under the framework of Filippov solutions, based on …