Steady-state movement related potentials for brain computer interfacing

Kianoush Nazarpour; Peter Praamstra; Rowland Miall; S Sanei

doi:10.1109/IEMBS.2008.4650413

Steady-state movement related potentials for brain computer interfacing

Kianoush Nazarpour, Peter Praamstra, Rowland Miall, S Sanei

Psychology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

An approach for brain computer interfacing (BCI) by analysis of the steady-state movement related potentials (ssMRP) is proposed in this paper. The neurological background of the ssMRPs which are primarily studied by means of the averaged electroencephalogram (EEG) signals are briefly reviewed. A simple feature extraction method is suggested for single trial ssMRP processing. The proposed BCI paradigm is tested by using the Fishers linear discriminant (FLD) classifier. The novelty of this approach is mainly in the application of rhythmic cues for BCI, simple recording setup, and straightforward computations which make the real-time implementations plausible.

Original language	English
Title of host publication	Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	5310-3
Number of pages	4
ISBN (Print)	978-1-4244-1814-5
DOIs	https://doi.org/10.1109/IEMBS.2008.4650413
Publication status	Published - 1 Jan 2008
Event	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference - Duration: 1 Jan 2008 → …

Conference

Conference	Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
Period	1/01/08 → …

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10.1109/IEMBS.2008.4650413

Cite this

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title = "Steady-state movement related potentials for brain computer interfacing",

abstract = "An approach for brain computer interfacing (BCI) by analysis of the steady-state movement related potentials (ssMRP) is proposed in this paper. The neurological background of the ssMRPs which are primarily studied by means of the averaged electroencephalogram (EEG) signals are briefly reviewed. A simple feature extraction method is suggested for single trial ssMRP processing. The proposed BCI paradigm is tested by using the Fishers linear discriminant (FLD) classifier. The novelty of this approach is mainly in the application of rhythmic cues for BCI, simple recording setup, and straightforward computations which make the real-time implementations plausible.",

author = "Kianoush Nazarpour and Peter Praamstra and Rowland Miall and S Sanei",

year = "2008",

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doi = "10.1109/IEMBS.2008.4650413",

language = "English",

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pages = "5310--3",

booktitle = "Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

note = "Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference ; Conference date: 01-01-2008",

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Nazarpour, K, Praamstra, P, Miall, R & Sanei, S 2008, Steady-state movement related potentials for brain computer interfacing. in Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008. Institute of Electrical and Electronics Engineers (IEEE), pp. 5310-3, Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 1/01/08. https://doi.org/10.1109/IEMBS.2008.4650413

Steady-state movement related potentials for brain computer interfacing. / Nazarpour, Kianoush; Praamstra, Peter; Miall, Rowland et al.
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008. Institute of Electrical and Electronics Engineers (IEEE), 2008. p. 5310-3.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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DO - 10.1109/IEMBS.2008.4650413

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BT - Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008

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T2 - Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

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Steady-state movement related potentials for brain computer interfacing

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