Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Transfer learning with large-scale data in brain-computer interfaces

10.1109/embc.2016.7591768 ◽

2016 ◽

Cited By ~ 3

Author(s):

Chun-Shu Wei ◽

Yuan-Pin Lin ◽

Yu-Te Wang ◽

Chin-Teng Lin ◽

Tzyy-Ping Jung

Keyword(s):

Transfer Learning ◽

Large Scale ◽

Large Scale Data ◽

Computer Interfaces ◽

Scale Data

Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces

2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2019.8716958 ◽

2019 ◽

Cited By ~ 5

Author(s):

Kuan-Jung Chiang ◽

Chun-Shu Wei ◽

Masaki Nakanishi ◽

Tzyy-Ping Jung

Keyword(s):

Transfer Learning ◽

Real World ◽

Computer Interfaces ◽

Real World Applications

CWT Based Transfer Learning for Motor Imagery Classification for Brain computer Interfaces

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2020.108886 ◽

2020 ◽

Vol 345 ◽

pp. 108886 ◽

Cited By ~ 1

Author(s):

Piyush Kant ◽

Shahedul Haque Laskar ◽

Jupitara Hazarika ◽

Rupesh Mahamune

Keyword(s):

Transfer Learning ◽

Motor Imagery ◽

Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders

2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2019.8716897 ◽

2019 ◽

Cited By ~ 5

Author(s):

Ozan Ozdenizci ◽

Ye Wang ◽

Toshiaki Koike-Akino ◽

Deniz Erdogmus

Keyword(s):

Transfer Learning ◽

Transfer Learning for the Riemannian Tangent Space: Applications to Brain-Computer Interfaces

10.1109/iceet53442.2021.9659607 ◽

2021 ◽

Author(s):

Alexandre Bleuze ◽

Jeremie Mattout ◽

Marco Congedo

Keyword(s):

Transfer Learning ◽

Tangent Space ◽

Space Applications ◽

Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2021.3105912 ◽

2021 ◽

pp. 1-1

Author(s):

Victoria Peterson ◽

Nicolas Nieto ◽

Dominik Wyser ◽

Roger Gassert ◽

Olivier Lambercy ◽

...

Keyword(s):

Transfer Learning ◽

Motor Imagery ◽

Optimal Transport ◽

Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70096-0_83 ◽

2017 ◽

pp. 811-821 ◽

Cited By ~ 3

Author(s):

He He ◽

Dongrui Wu

Keyword(s):

Spatial Pattern ◽

Transfer Learning ◽

Common Spatial Pattern ◽

New Approach ◽

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces

10.1109/embc44109.2020.9176635 ◽

2020 ◽

Author(s):

Joshua Giles ◽

Kai Keng Ang ◽

Lyudmila Mihaylova ◽

Mahnaz Arvaneh

Keyword(s):

Transfer Learning ◽

Motor Imagery ◽

Computer Interfaces ◽

Dynamic Time

Mutual Information for Transfer Learning in SSVEP Hybrid EEG-fTCD Brain-Computer Interfaces

2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2019.8717018 ◽

2019 ◽

Author(s):

Aya Khalaf ◽

Ervin Sejdic ◽

Murat Akcakaya

Keyword(s):

Mutual Information ◽

Transfer Learning ◽

Evolving Training Sets for Improved Transfer Learning in Brain Computer Interfaces

Lecture Notes in Computer Science - Machine Learning, Optimization, and Big Data ◽

10.1007/978-3-319-72926-8_16 ◽

2017 ◽

pp. 186-197 ◽

Cited By ~ 2

Author(s):

Jason Adair ◽

Alexander Brownlee ◽

Fabio Daolio ◽

Gabriela Ochoa

Keyword(s):

Transfer Learning ◽

Computer Interfaces ◽

Training Sets