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Translational Algorithms: The Heart of a Brain Computer Interface

Singh, Harsimrat and Daly, Ian (2015) 'Translational Algorithms: The Heart of a Brain Computer Interface.' In: Hassanien, Aboul Ella and Azar, Ahmad Taher, (eds.) Brain-Computer Interfaces Current Trends and Applications. Intelligent Systems Reference Library, 74 . Springer International Publishing, 97 - 121. ISBN 9783319109770

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Abstract

Brain computer Interface (BCI) development encapsulates three basic processes: data acquisition, data processing, and device control. Since the start of the millennium the BCI development cycle has undergone a metamorphosis. This is mainly due to the increased popularity of BCI applications in both commercial and research circles. One of the focuses of BCI research is to bridge the gap between laboratory research and commercial applications using this technology. A vast variety of new approaches are being employed for BCI development ranging from novel paradigms, such as simultaneous acquisitions, through to asynchronous BCI control. The strategic usage of computational techniques, comprising the heart of the BCI system, underwrites this vast range of approaches. This chapter discusses these computational strategies and translational techniques including dimensionality reduction, feature extraction, feature selection, and classification techniques.

Item Type: Book Section
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Elements
Date Deposited: 27 May 2021 12:39
Last Modified: 27 May 2021 13:15
URI: http://repository.essex.ac.uk/id/eprint/25452

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