Exoskeleton-guided passive movement elicits standardized EEG patterns for generalizable BCIs in stroke rehabilitation
These findings underscore that passive movement elicits consistent neural responses, thereby enhancing the generalizability of decoding algorithms for stroke patients. By integrating exoskeleton-evoked proprioceptive feedback, this paradigm reduces inter-subject variability and improves clinical feasibility. Future work should explore the application of exoskeletons in the combination of active and passive movement for stroke rehabilitation.
Authors
- Liyao Huang (ORCID: https://orcid.org/0000-0002-7232-1730)
- Wanting Liu (ORCID: https://orcid.org/0000-0002-7805-6034)
- Gan Huang (ORCID: https://orcid.org/0000-0002-7361-6231)
- Lingling Tian (ORCID: https://orcid.org/0000-0001-5067-1572)
- Xinyi Zhang (ORCID: https://orcid.org/0000-0002-7144-5037)
- Zhen Liang (ORCID: https://orcid.org/0009-0004-5737-1037)
- Li Zhang (ORCID: https://orcid.org/0000-0002-9386-8938)
- Hai Li (ORCID: https://orcid.org/0000-0001-8504-5811)
- Mingjun Wang (ORCID: https://orcid.org/0000-0003-0476-3294)
- Shaoying Liang
- Lanfang Xie
Institutions
- Key Laboratory of Guangdong Province (CN)
- Shenzhen University Health Science Center (CN)
Publication Details
- Journal
- Journal of NeuroEngineering and Rehabilitation
- Published
- 2025-04-26
- DOI
- https://doi.org/10.1186/s12984-025-01627-7
- Citations
- 4
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 5.72
Funders
- National Natural Science Foundation of China
- Shenzhen-Hong Kong Institute of Brain Science
- Shenzhen Science and Technology Innovation Program
- Basic and Applied Basic Research Foundation of Guangdong Province