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2007.03746
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Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline
3 July 2020
Dongrui Wu
Xue Jiang
Ruimin Peng
Wanzeng Kong
Jian Huang
Zhigang Zeng
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Papers citing
"Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline"
22 / 22 papers shown
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
Fo Hu
Can Wang
Qinxu Zheng
Xusheng Yang
Bin Zhou
Gang Li
Yu Sun
Wen-an Zhang
69
0
0
20 Oct 2025
When Brain Foundation Model Meets Cauchy-Schwarz Divergence: A New Framework for Cross-Subject Motor Imagery Decoding
Jinzhou Wu
Baoping Tang
Qikang Li
Yi Wang
Cheng Li
Shujian Yu
201
0
0
28 Jul 2025
MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification
Dingkun Liu
Zhu Chen
Jingwei Luo
Shijie Lian
Dongrui Wu
165
3
0
27 Jul 2025
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
Ziwei Wang
Hongbin Wang
Tianwang Jia
Xingyi He
Siyang Li
Dongrui Wu
153
2
0
26 Jun 2025
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
Dingkun Liu
Siyang Li
Ziwei Wang
Wei Li
Dongrui Wu
196
3
0
07 Mar 2025
User Identity Protection in EEG-based Brain-Computer Interfaces
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2023
L. Meng
X. Jiang
Jingfang Huang
Wei Li
H. Luo
D. Wu
270
16
0
13 Dec 2024
Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2023
Xiaosha Chen
J. An
H. Wu
S. Li
B. Liu
D. Wu
192
2
0
12 Dec 2024
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2024
Huanyu Wu
Siyang Li
Dongrui Wu
263
13
0
12 Dec 2024
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces
Information Fusion (Inf. Fusion), 2024
Lubin Meng
Xue Jiang
Xiaoqing Chen
Wenzhong Liu
Hanbin Luo
Dongrui Wu
AAML
363
12
0
10 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Siyang Li
Ziwei Wang
Hanbin Luo
L. Ding
Dongrui Wu
308
30
0
10 Dec 2024
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
Neural Networks (NN), 2024
Ziwei Wang
Siyang Li
Jingwei Luo
Jiajing Liu
Dongrui Wu
250
13
0
04 Dec 2024
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2024
Tianwang Jia
Lubin Meng
Siyang Li
Jiajing Liu
Dongrui Wu
425
11
0
02 Dec 2024
Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces
IEEE International Conference on Systems, Man and Cybernetics (SMC), 2024
Lubin Meng
Xue Jiang
Tianwang Jia
Dongrui Wu
185
2
0
29 Nov 2024
From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios
Chen Zhige
Qin Chengxuan
64
0
0
07 Nov 2024
User-wise Perturbations for User Identity Protection in EEG-Based BCIs
Journal of Neural Engineering (J. Neural Eng.), 2024
Xiaoqing Chen
Siyang Li
Yunlu Tu
Ziwei Wang
Dongrui Wu
206
5
0
04 Nov 2024
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2024
Xiaoqing Chen
Ziwei Wang
Dongrui Wu
AAML
298
16
0
04 Nov 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
Neural Information Processing Systems (NeurIPS), 2024
Dongyang Li
Chen Wei
Shiying Li
Jiachen Zou
Quanying Liu
DiffM
553
71
0
12 Mar 2024
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding
Bruna Junqueira
Bruno Aristimunha
Sylvain Chevallier
Raphael Y. de Camargo
251
11
0
19 Jan 2024
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification
Jie Jiao
Meiyan Xu
Qingqing Chen
Hefang Zhou
Wangliang Zhou
196
3
0
21 Sep 2023
Evaluating the structure of cognitive tasks with transfer learning
Bruno Aristimunha
Raphael Y. de Camargo
W. H. L. Pinaya
Sylvain Chevallier
Alexandre Gramfort
Cédric Rommel
200
6
0
28 Jul 2023
End-to-End Deep Transfer Learning for Calibration-free Motor Imagery Brain Computer Interfaces
M. Alimardani
Steven Kocken
Nikki Leeuwis
127
3
0
24 Jul 2023
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review
National Science Open (NSO), 2021
Dongrui Wu
Jiaxin Xu
Weili Fang
Yi Zhang
Liuqing Yang
Xiaodong Xu
Hanbin Luo
Xiang Yu
AAML
391
28
0
04 Feb 2021
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