An approach of one-vs-rest filter bank common spatial pattern and spiking neural networks for multiple motor imagery decoding
H Wang, C Tang, T Xu, T Li, L Xu, H Yue, P Chen… - Ieee …, 2020 - ieeexplore.ieee.org
Motor imagery (MI) is a typical BCI paradigm and has been widely applied into many
aspects (eg brain-driven wheelchair and motor function rehabilitation training). Although …
aspects (eg brain-driven wheelchair and motor function rehabilitation training). Although …
The motor imagination EEG recognition combined with convolution neural network and gated recurrent unit
J Cai, C Wei, XL Tang, C Xue… - 2018 37th Chinese …, 2018 - ieeexplore.ieee.org
For the common electroencephalogram (EEG) feature extraction methods, the temporal
sequence of EEG signals is often neglected. A new model called Convolutional Gated …
sequence of EEG signals is often neglected. A new model called Convolutional Gated …
Brain-computer interface based user authentication system for personal device security
T Hossain, A Konar - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
The paper proposes a novel technique of EEG induced Brain-Computer Interface system for
user authentication of personal devices. The scheme enables a human user to lock and …
user authentication of personal devices. The scheme enables a human user to lock and …
Improving Common Spatial Patterns in Brain-Computer Interface Using Dynamic Time Warping and EEG Normalization
MAA Mohamed, S Mansour… - … on Metrology for …, 2023 - ieeexplore.ieee.org
Common spatial patterns (CSP) is widely employed for spatial filtering and feature extraction
in electroencephalogram (EEG)-based brain-computer interfaces (BCIs), However, the non …
in electroencephalogram (EEG)-based brain-computer interfaces (BCIs), However, the non …
Feature Extraction of EEG Signals by Group Sparse on Channel and Frequency in Motor Imagery BCI
H Xie, X Xie, R Tang, S Xiao, Y Hou… - 2022 6th Asian …, 2022 - ieeexplore.ieee.org
To identify the limb movement intention of the brain in the brain-computer interfaces (BCI)
system, it commonly filtered Electroencephalogram (EEG) signals by a wide frequency …
system, it commonly filtered Electroencephalogram (EEG) signals by a wide frequency …