A New Design of the Asynchronous Brain Computer Interface Using the Knowledge of the Path of Features

TitleA New Design of the Asynchronous Brain Computer Interface Using the Knowledge of the Path of Features
Publication TypeConference Paper
Year of Publication2005
AuthorsBashashati, A., R. K. Ward, and G. E. Birch
Conference NameNeural Engineering, 2005. Conference Proceedings. 2nd International IEEE EMBS Conference on
Pagination101 -104
Date Publishedmar.
Keywordsable-bodied subjects, asynchronous brain computer interface, asynchronous brain switch design, asynchronous control applications, biomechanics, EEG signal, electroencephalography, feature extraction, finger flexion, handicapped aids, high-level spinal cord injuries, low-frequency asynchronous switch design, medical control systems, neurophysiology, path of features
Abstract

The low-frequency asynchronous switch design (LF-ASD) was introduced as a direct brain computer interface (BCI) technology for asynchronous control applications. The LF-ASD has the advantage that it is operational at any time and not only at specific defined periods. It is activated only when a user intends control, otherwise it maintains an inactive state output. The intended control results from a certain movement attempt such as finger flexion. This paper presents the evaluation of a modified LF-ASD design with data collected from individuals with high-level spinal cord injuries and able-bodied subjects. The modifications are related to incorporating into the system more knowledge about the movement attempt. Specifically, the past values of the features extracted from the EEG signal related to the movement attempts are used. The error characteristics of this new asynchronous brain switch design are significantly better than the previous LF-ASD design, with true positive rate increases of approximately 8.5% for false positive rates in the range of 1-2%

URLhttp://dx.doi.org/10.1109/CNE.2005.1419563
DOI10.1109/CNE.2005.1419563

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