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Ke Liu
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Year
Advanced TSGL-EEGNet for motor imagery EEG-based brain-computer interfaces
X Deng, B Zhang, N Yu, K Liu, K Sun
IEEE access 9, 25118-25130, 2021
1182021
FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding
K Liu, M Yang, Z Yu, G Wang, W Wu
IEEE transactions on bio-medical engineering, 2022
542022
Classifying ASD based on time-series fMRI using spatial–temporal transformer
X Deng, J Zhang, R Liu, K Liu
Computers in biology and medicine 151, 106320, 2022
482022
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov random field and temporal basis expansion
K Liu, ZL Yu, W Wu, Z Gu, Y Li, S Nagarajan
NeuroImage 139, 385-404, 2016
412016
Bayesian electromagnetic spatio-temporal imaging of extended sources based on matrix factorization
K Liu, ZL Yu, W Wu, Z Gu, J Zhang, L Cen, S Nagarajan, Y Li
IEEE Transactions on Biomedical Engineering 66 (9), 2457-2469, 2019
282019
Straps: A fully data-driven spatio-temporally regularized algorithm for M/EEG patch source imaging
K Liu, ZL Yu, W Wu, Z Gu, Y Li
International journal of neural systems 25 (04), 1550016, 2015
272015
FB-EEGNet: A fusion neural network across multi-stimulus for SSVEP target detection
H Yao, K Liu, X Deng, X Tang, H Yu
Journal of Neuroscience Methods 379, 109674, 2022
232022
Electromagnetic source imaging via a data-synthesis-based convolutional encoder–decoder network
G Huang, K Liu, J Liang, C Cai, ZH Gu, F Qi, Y Li, ZL Yu, W Wu
IEEE Transactions on Neural Networks and Learning Systems, 2022
172022
Variation sparse source imaging based on conditional mean for electromagnetic extended sources
K Liu, ZL Yu, W Wu, Z Gu, Y Li, S Nagarajan
Neurocomputing 313, 96-110, 2018
172018
Spatial fusion of maximum signal fraction analysis for frequency recognition in SSVEP-based BCI
Z Li, K Liu, X Deng, G Wang
Biomedical Signal Processing and Control 61, 102042, 2020
152020
A Spatial Filter Temporal Graph Convolutional Network for decoding motor imagery EEG signals
X Tang, J Zhang, Y Qi, K Liu, R Li, H Wang
Expert Systems with Applications 238, 121915, 2024
142024
Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination
K Liu, ZL Yu, W Wu, Z Gu, Y Li
Neurocomputing 389, 132-145, 2020
112020
EEG extended source imaging with structured sparsity and -norm residual
F Xu, K Liu, Z Yu, X Deng, G Wang
Neural Computing and Applications 33 (14), 8513-8524, 2021
102021
EEG-based person recognition analysis and criticism
MR Boubakeur, G Wang, C Zhang, K Liu
2017 IEEE International Conference on Big Knowledge (ICBK), 155-160, 2017
102017
SincMSNet: a Sinc filter convolutional neural network for EEG motor imagery classification
K Liu, M Yang, X Xing, Z Yu, W Wu
Journal of Neural Engineering 20 (5), 056024, 2023
82023
A GAN model encoded by CapsEEGNet for visual EEG encoding and image reproduction
X Deng, Z Wang, K Liu, X Xiang
Journal of Neuroscience Methods 384, 109747, 2023
82023
Robust Bayesian estimation of EEG-based brain causality networks
K Liu, Q Lai, P Li, Z Yu, B Xiao, C Guan, W Wu
IEEE transactions on biomedical engineering 70 (6), 1879-1890, 2022
82022
An adaptive joint CCA-ICA method for ocular artifact removal and its application to emotion classification
X Gao, S Zhang, K Liu, Z Tan, G Zhao, Y Han, Y Cheng, C Li, P Li, Y Tian, ...
Journal of Neuroscience Methods 390, 109841, 2023
72023
The classification of motor imagery eeg signals based on the time-frequency-spatial feature
X Deng, B Zhang, K Liu, J Wang, P Yang, C Hu
2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS), 6-11, 2021
72021
Electromagnetic source imaging via a data-synthesis-based denoising autoencoder
G Huang, ZL Yu, W Wu, K Liu, ZH Gu, F Qi, J Liang
arXiv preprint arXiv:2010.12876, 2020
72020
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Articles 1–20