A Spatiotemporal Graph Attention Network Based on Synchronization for Epileptic Seizure Prediction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3221211
Abstract: Accurate early prediction of epileptic seizures can provide timely treatment for patients. Previous studies have mainly focused on a single temporal or spatial dimension, making it difficult to take both relationships into account. Therefore, the… read more here.
Keywords: spatiotemporal graph; based synchronization; attention network; graph ... See more keywords
Event-Based Synchronization for Multiple Neural Networks With Time Delay and Switching Disconnected Topology.
Sign Up to like & getrecommendations! Published in 2020 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2019.2960762
Abstract: This article discusses the synchronization problem for a class of multiple delayed neural networks (MDNNs) with a directed switching topology by using an event-triggering \nobreak strategy. First, a new differential inequality with delay is shown,… read more here.
Keywords: event based; neural networks; based synchronization; topology ... See more keywords
Observer-Based Synchronization of Complex Dynamical Networks Under Actuator Saturation and Probabilistic Faults
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2018.2803261
Abstract: This paper investigates the observer-based synchronization problem for a family of complex dynamical networks subject to time delay, external disturbance, randomly occurring actuator faults, and input saturation. A realistic actuator fault model is considered in… read more here.
Keywords: complex dynamical; dynamical networks; saturation; synchronization ... See more keywords
Study on Nonlinear Dynamics and Chaos Suppression of Active Magnetic Bearing Systems Based on Synchronization
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Problems in Engineering"
DOI: 10.1155/2021/5549775
Abstract: This study employed a variety of nonlinear dynamic analysis techniques to explore the complex phenomena associated with a nonlinear mathematical model of an active magnetic bearing (AMB) system. The aim was to develop a method… read more here.
Keywords: magnetic bearing; based synchronization; nonlinear dynamics; study ... See more keywords