Training and testing ERP-BCIs under different mental workload conditions.

Journal: Journal of neural engineering

Published Date: Dec 10, 2015

Abstract

OBJECTIVE: As one of the most popular and extensively studied paradigms of brain-computer interfaces (BCIs), event-related potential-based BCIs (ERP-BCIs) are usually built and tested in ideal laboratory settings in most existing studies, with subjects concentrating on stimuli and intentionally avoiding possible distractors. This study is aimed at examining the effect of simultaneous mental activities on ERP-BCIs by manipulating various levels of mental workload during the training and/or testing of an ERP-BCI.

Authors

Yufeng Ke
Peiyuan Wang
Yuqian Chen
Bin Gu

Department of Critical Care Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Hongzhi Qi
Peng Zhou

School of International Studies, Zhejiang University, Hangzhou, China.
Dong Ming

Institute of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.

Keywords

Adult Brain-Computer Interfaces Cognition Communication Devices for People with Disabilities Electroencephalography Event-Related Potentials, P300 Female Humans Machine Learning Male Pattern Recognition, Automated Reproducibility of Results Sensitivity and Specificity Task Performance and Analysis Word Processing Workload Young Adult

External Resources

View on PubMed Access via DOI PubMed (26655346)

Training and testing ERP-BCIs under different mental workload conditions.

Abstract

Authors

Keywords

External Resources

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