A Hybrid Method Fusing Frequency Recognition With Attention Detection to Enhance an Asynchronous Brain-Computer Interface

A Hybrid Method Fusing Frequency Recognition With Attention Detection to Enhance an Asynchronous Brain-Computer Interface

Objective: One critical problem in controlling an asynchronous brain-computer interface (BCI) system is to discriminate between control and idle states. This paper proposes a hybrid attention detection and frequency recognition method based on weighted Dempster-Shafer theory (ADFR-DS), which integra...

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Bibliographic Details
Main Authors: Jing Zhao, Ye Shi, Wenzheng Liu, Tianyi Zhou, Zheng Li, Xiaoli Li
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Brain-computer interface
asynchronous classification
steady-state visual evoked potential
attention detection
Online Access:https://ieeexplore.ieee.org/document/10123999/

Internet

https://ieeexplore.ieee.org/document/10123999/

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