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Transferring Subspaces Between Subjects in Brain-Computer Interfacing
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2012
18 September 2012
Wojciech Samek
F. Meinecke
K. Müller
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Papers citing
"Transferring Subspaces Between Subjects in Brain-Computer Interfacing"
25 / 25 papers shown
Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding
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Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
Shadi Sartipi
Müjdat Çetin
186
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04 Jan 2024
Towards Subject Agnostic Affective Emotion Recognition
Amit Kumar Jaiswal
Haiming Liu
Prayag Tiwari
185
3
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20 Oct 2023
Transfer Learning between Motor Imagery Datasets using Deep Learning -- Validation of Framework and Comparison of Datasets
Pierre Guetschel
Michael Tangermann
193
4
0
04 Sep 2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
IEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Weishan Ye
Zhiguo Zhang
Min Zhang
Fei Teng
Li Zhang
Linling Li
G. Huang
Jianhong Wang
Dong Ni
Zhen Liang
259
36
0
13 Aug 2023
LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretability
Zhengqing Miao
Xin Zhang
Mei-rong Zhao
Dong Ming
159
10
0
29 Mar 2023
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Rushuang Zhou
Weishan Ye
Zhiguo Zhang
Yanyang Luo
Li Zhang
Linling Li
G. Huang
Yining Dong
Yuan Zhang
Zhen Liang
176
33
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27 Mar 2023
A privacy-preserving data storage and service framework based on deep learning and blockchain for construction workers' wearable IoT sensors
Xiaoshan Zhou
P-C. Liao
106
4
0
19 Nov 2022
Priming Cross-Session Motor Imagery Classification with A Universal Deep Domain Adaptation Framework
Neurocomputing (Neurocomputing), 2022
Zhengqing Miao
Xin Zhang
C. Menon
Yelong Zheng
Mei-rong Zhao
Dong Ming
242
23
0
19 Feb 2022
Deep Cross-Subject Mapping of Neural Activity
Marko Angjelichinoski
Bijan Pesaran
Vahid Tarokh
227
1
0
13 Jul 2020
Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition
Journal of Neural Engineering (JNE), 2020
Xun Wu
Wei-Long Zheng
Bao-Liang Lu
313
188
0
04 Apr 2020
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications
IEEE/ACM Transactions on Computational Biology & Bioinformatics (TCBB), 2020
Xiaotong Gu
Zehong Cao
A. Jolfaei
Peng Xu
Dongrui Wu
T. Jung
Chin-Teng Lin
240
313
0
28 Jan 2020
Cross-subject Decoding of Eye Movement Goals from Local Field Potentials
Journal of Neural Engineering (J. Neural Eng.), 2019
Marko Angjelichinoski
John S. Choi
T. Banerjee
Bijan Pesaran
Vahid Tarokh
316
8
0
08 Nov 2019
Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach
Ziheng Wang
C. Feng
Jie M. Zhang
A. M. Fey
837
0
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12 Jun 2019
A Many Objective Optimization Approach for Transfer Learning in EEG Classification
Monalisa Pal
S. Bandyopadhyay
S. Bhattacharyya
126
4
0
04 Apr 2019
Progress in Brain Computer Interfaces: Challenges and Trends
S. Saha
K. Mamun
K. Ahmed
R. Mostafa
G. Naik
A. Khandoker
S. Darvishi
M. Baumert
262
321
0
11 Jan 2019
Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders
Ozan Özdenizci
Ye Wang
T. Koike-Akino
Deniz Erdogmus
OOD
DRL
159
63
0
17 Dec 2018
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach
He He
Dongrui Wu
OOD
265
432
0
08 Aug 2018
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization
IEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2016
Dongrui Wu
Vernon J. Lawhern
David Hairston
Brent Lance
161
65
0
09 Feb 2017
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)
IEEE transactions on fuzzy systems (IEEE Trans. Fuzzy Syst.), 2017
Dongrui Wu
Vernon J. Lawhern
Stephen M. Gordon
Brent Lance
Chin-Teng Lin
168
112
0
09 Feb 2017
Online and Offline Domain Adaptation for Reducing BCI Calibration Effort
IEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2017
Dongrui Wu
170
104
0
09 Feb 2017
Reducing training requirements through evolutionary based dimension reduction and subject transfer
A. Atyabi
Martin H. Luerssen
S. Fitzgibbon
T. Lewis
D. Powers
175
14
0
06 Feb 2016
Identifying Stable Patterns over Time for Emotion Recognition from EEG
Wei-Long Zheng
Jia-Yi Zhu
Bao-Liang Lu
173
849
0
10 Jan 2016
Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals
IFIP TC13 International Conference on Human-Computer Interaction (INTERACT), 2015
Dennis Wobrock
Jérémy Frey
D. Graeff
Jean-Baptiste de la Rivière
Julien Castet
F. Lotte
122
18
0
29 May 2015
Multiple Kernel Learning for Brain-Computer Interfacing
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013
Wojciech Samek
Alexander Binder
K. Müller
146
11
0
22 Oct 2013
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