Ternary Near-Infrared Spectroscopy Brain-Computer Interface With Increased Information Transfer Rate Using Prefrontal Hemodynamic Changes During Mental Arithmetic, Breath-Holding, and Idle State

Ternary Near-Infrared Spectroscopy Brain-Computer Interface With Increased Information Transfer Rate Using Prefrontal Hemodynamic Changes During Mental Arithmetic, Breath-Holding, and Idle State

The implementation of a multi-class brain-computer interface (BCI) is an efficient way to increase the information transfer rate (ITR) generally expressed in a unit of bits/trial. The improvement of ITR is of specific importance for near-infrared spectroscopy (NIRS)-BCI, because brain hemodynamic re...

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Bibliographic Details
Main Authors: Jaeyoung Shin, Jinuk Kwon, Jongkwan Choi, Chang-Hwan Im
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Brain-computer interfaces
electroencephalography
multi-class classification
near-infrared spectroscopy
Online Access:https://ieeexplore.ieee.org/document/8329143/

Internet

https://ieeexplore.ieee.org/document/8329143/

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