Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training

Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training

Brain-computer interface (BCI) is a useful device for people without relying on peripheral nerves and muscles. However, the performance of the event-related potential (ERP)-based BCI declines when applying it to real environments, especially in cross-state and cross-subject conditions. Here we emplo...

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Bibliographic Details
Main Authors: Ziyi Ni, Jiaming Xu, Yuwei Wu, Mengfan Li, Guizhi Xu, Bo Xu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Brain-computer interface
temporal modeling
adversarial training
cross-subject
cross-state
Online Access:https://ieeexplore.ieee.org/document/9707777/

Internet

https://ieeexplore.ieee.org/document/9707777/

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