Loading…
Loading…
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Autthasan, Phairot, Chaisaen, Rattanaphon, Sudhawiyangkul, Thapanun, Rangpong, Phurin, Kiatthaveephong, Suktipol, Dilokthanakul, Nat, Bhakdisongkhram, Gun, Phan, Huy, Guan, Cuntai, Wilaiprasitporn, Theerawit
Published in IEEE transactions on biomedical engineering (01.06.2022)
Published in IEEE transactions on biomedical engineering (01.06.2022)
Get full text
Journal Article
Loading…
A shallow mirror transformer for subject-independent motor imagery BCI
Luo, Jing, Wang, Yaojie, Xia, Shuxiang, Lu, Na, Ren, Xiaoyong, Shi, Zhenghao, Hei, Xinhong
Published in Computers in biology and medicine (01.09.2023)
Published in Computers in biology and medicine (01.09.2023)
Get full text
Journal Article
Loading…
EEGSym: Overcoming Inter-subject Variability in Motor Imagery Based BCIs with Deep Learning
Perez-Velasco, Sergio, Santamaria-Vazquez, Eduardo, Martinez-Cagigal, Victor, Marcos-Martinez, Diego, Hornero, Roberto
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Get full text
Journal Article
Loading…
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification
Zhao, He, Zheng, Qingqing, Ma, Kai, Li, Huiqi, Zheng, Yefeng
Published in IEEE transaction on neural networks and learning systems (01.02.2021)
Published in IEEE transaction on neural networks and learning systems (01.02.2021)
Get full text
Journal Article
Loading…
Loading…
Loading…
Visual and kinesthetic modes affect motor imagery classification in untrained subjects
Chholak, Parth, Niso, Guiomar, Maksimenko, Vladimir A., Kurkin, Semen A., Frolov, Nikita S., Pitsik, Elena N., Hramov, Alexander E., Pisarchik, Alexander N.
Published in Scientific reports (08.07.2019)
Published in Scientific reports (08.07.2019)
Get full text
Journal Article
Loading…
Loading…
Individual-subject Functional Localization Increases Univariate Activation but Not Multivariate Pattern Discriminability in the “Multiple-demand” Frontoparietal Network
Shashidhara, Sneha, Spronkers, Floortje S, Erez, Yaara
Published in Journal of cognitive neuroscience (01.07.2020)
Published in Journal of cognitive neuroscience (01.07.2020)
Get full text
Journal Article
Loading…
Loading…
Interference between postural control and mental task performance in patients with vestibular disorder and healthy controls
Yardley, L, Gardner, M, Bronstein, A, Davies, R, Buckwell, D, Luxon, L
Published in Journal of neurology, neurosurgery and psychiatry (01.07.2001)
Published in Journal of neurology, neurosurgery and psychiatry (01.07.2001)
Get full text
Journal Article
Loading…
Loading…
Loading…
Loading…
Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
Pei, Yu, Luo, Zhiguo, Yan, Ye, Yan, Huijiong, Jiang, Jing, Li, Weiguo, Xie, Liang, Yin, Erwei
Published in Frontiers in human neuroscience (11.03.2021)
Published in Frontiers in human neuroscience (11.03.2021)
Get full text
Journal Article
Loading…
Loading…
Loading…
Loading…