Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces

Marc Cavazza; Gabor Aranyi; Fred Charles; Julie Porteous; Stephen Gilroy; Gilan Jackont; Ilana Klovatch; Gal Raz; Nimrod Jakob Keyman; Avihay Cohen; Talma Hendler

Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces

Marc Cavazza, Gabor Aranyi, Fred Charles, Julie Porteous, Stephen Gilroy, Gilan Jackont, Ilana Klovatch, Gal Raz, Nimrod Jakob Keyman, Avihay Cohen, Talma Hendler

The Steve Tisch School of Film and Television

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

We report the development of an affective BCI based on frontal alpha asymmetry neurofeedback, which has previously been used in clinical experiments. Our results evidence a pattern of high-performance for some subjects, combined with high illiteracy, with 52.3% of subjects succeeding in the neurofeedback task. We suggest that individual asymmetry baseline values may be one of the factors explaining BCI illiteracy in this context.

Original language	English
Title of host publication	Proceedings of the 6th International Brain-Computer Interface Conference 2014
Subtitle of host publication	The Future of Brain-Computer Interaction: Basics, Shortcomings, Users
Editors	Gernot Müller-Putz, Günther Bauernfeind, Clemens Brunner, David Steyrl, Selina Wriessnegger, Reinhold Scherer
Place of Publication	Graz, Austria
Publisher	Verlag der Technischen Universität Graz
Pages	365-368
Number of pages	4
ISBN (Print)	9783851253788
State	Published - 2014

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Cavazza, M., Aranyi, G., Charles, F., Porteous, J., Gilroy, S., Jackont, G., Klovatch, I., Raz, G., Keyman, N. J., Cohen, A., & Hendler, T. (2014). Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces. In G. Müller-Putz, G. Bauernfeind, C. Brunner, D. Steyrl, S. Wriessnegger, & R. Scherer (Eds.), Proceedings of the 6th International Brain-Computer Interface Conference 2014: The Future of Brain-Computer Interaction: Basics, Shortcomings, Users (pp. 365-368). Verlag der Technischen Universität Graz.

Cavazza, Marc ; Aranyi, Gabor ; Charles, Fred et al. / Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces. Proceedings of the 6th International Brain-Computer Interface Conference 2014: The Future of Brain-Computer Interaction: Basics, Shortcomings, Users. editor / Gernot Müller-Putz ; Günther Bauernfeind ; Clemens Brunner ; David Steyrl ; Selina Wriessnegger ; Reinhold Scherer. Graz, Austria : Verlag der Technischen Universität Graz, 2014. pp. 365-368

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abstract = "We report the development of an affective BCI based on frontal alpha asymmetry neurofeedback, which has previously been used in clinical experiments. Our results evidence a pattern of high-performance for some subjects, combined with high illiteracy, with 52.3% of subjects succeeding in the neurofeedback task. We suggest that individual asymmetry baseline values may be one of the factors explaining BCI illiteracy in this context.",

author = "Marc Cavazza and Gabor Aranyi and Fred Charles and Julie Porteous and Stephen Gilroy and Gilan Jackont and Ilana Klovatch and Gal Raz and Keyman, {Nimrod Jakob} and Avihay Cohen and Talma Hendler",

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Cavazza, M, Aranyi, G, Charles, F, Porteous, J, Gilroy, S, Jackont, G, Klovatch, I, Raz, G, Keyman, NJ, Cohen, A & Hendler, T 2014, Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces. in G Müller-Putz, G Bauernfeind, C Brunner, D Steyrl, S Wriessnegger & R Scherer (eds), Proceedings of the 6th International Brain-Computer Interface Conference 2014: The Future of Brain-Computer Interaction: Basics, Shortcomings, Users. Verlag der Technischen Universität Graz, Graz, Austria, pp. 365-368.

Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces. / Cavazza, Marc; Aranyi, Gabor; Charles, Fred et al.
Proceedings of the 6th International Brain-Computer Interface Conference 2014: The Future of Brain-Computer Interaction: Basics, Shortcomings, Users. ed. / Gernot Müller-Putz; Günther Bauernfeind; Clemens Brunner; David Steyrl; Selina Wriessnegger; Reinhold Scherer. Graz, Austria: Verlag der Technischen Universität Graz, 2014. p. 365-368.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

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T1 - Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces

AU - Cavazza, Marc

AU - Aranyi, Gabor

AU - Charles, Fred

AU - Porteous, Julie

AU - Gilroy, Stephen

AU - Jackont, Gilan

AU - Klovatch, Ilana

AU - Raz, Gal

AU - Keyman, Nimrod Jakob

AU - Cohen, Avihay

AU - Hendler, Talma

PY - 2014

Y1 - 2014

N2 - We report the development of an affective BCI based on frontal alpha asymmetry neurofeedback, which has previously been used in clinical experiments. Our results evidence a pattern of high-performance for some subjects, combined with high illiteracy, with 52.3% of subjects succeeding in the neurofeedback task. We suggest that individual asymmetry baseline values may be one of the factors explaining BCI illiteracy in this context.

AB - We report the development of an affective BCI based on frontal alpha asymmetry neurofeedback, which has previously been used in clinical experiments. Our results evidence a pattern of high-performance for some subjects, combined with high illiteracy, with 52.3% of subjects succeeding in the neurofeedback task. We suggest that individual asymmetry baseline values may be one of the factors explaining BCI illiteracy in this context.

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BT - Proceedings of the 6th International Brain-Computer Interface Conference 2014

A2 - Müller-Putz, Gernot

A2 - Bauernfeind, Günther

A2 - Brunner, Clemens

A2 - Steyrl, David

A2 - Wriessnegger, Selina

A2 - Scherer, Reinhold

PB - Verlag der Technischen Universität Graz

CY - Graz, Austria

ER -

Cavazza M, Aranyi G, Charles F, Porteous J, Gilroy S, Jackont G et al. Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces. In Müller-Putz G, Bauernfeind G, Brunner C, Steyrl D, Wriessnegger S, Scherer R, editors, Proceedings of the 6th International Brain-Computer Interface Conference 2014: The Future of Brain-Computer Interaction: Basics, Shortcomings, Users. Graz, Austria: Verlag der Technischen Universität Graz. 2014. p. 365-368

Frontal Alpha Asymmetry Neurofeedback for Brain-Computer Interfaces

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