Steady state visual evoked potential based computer gaming - The maze

Nikolay Chumerin; Nikolay V. Manyakov; Adrien Combaz; Arne Robben; Marijn van Vliet; Marc M. Van Hulle

doi:10.1007/978-3-642-30214-5_4

Steady state visual evoked potential based computer gaming - The maze

Nikolay Chumerin^*, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle

^*Corresponding author for this work

Not published at Aalto University

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

10 Citations (Scopus)

Abstract

We introduce a game, called "The Maze", as a brain-computer interface (BCI) application in which an avatar is navigated through a maze by analyzing the player's steady-state visual evoked potential (SSVEP) responses recorded with electroencephalography (EEG). The same computer screen is used for displaying the game environment and for the visual stimulation. The algorithms for EEG data processing and SSVEP detection are discussed in depth. We propose the system parameter values, which provide an acceptable trade-off between the game control accuracy and interactivity.

Original language	English
Title of host publication	Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers
Pages	28-37
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-30214-5_4
Publication status	Published - 7 Nov 2012
MoE publication type	A4 Article in a conference publication
Event	International Conference on Intelligent Technologies for Interactive Entertainment - Genova, Italy Duration: 25 May 2011 → 27 May 2011 Conference number: 4

Publication series

Name	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering
Volume	78 LNICST
ISSN (Print)	1867-8211

Conference

Conference	International Conference on Intelligent Technologies for Interactive Entertainment
Abbreviated title	INTETAIN
Country/Territory	Italy
City	Genova
Period	25/05/2011 → 27/05/2011

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10.1007/978-3-642-30214-5_4

Cite this

Chumerin, N., Manyakov, N. V., Combaz, A., Robben, A., van Vliet, M., & Van Hulle, M. M. (2012). Steady state visual evoked potential based computer gaming - The maze. In Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers (pp. 28-37). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; Vol. 78 LNICST). https://doi.org/10.1007/978-3-642-30214-5_4

Chumerin, Nikolay ; Manyakov, Nikolay V. ; Combaz, Adrien ; Robben, Arne ; van Vliet, Marijn ; Van Hulle, Marc M. / Steady state visual evoked potential based computer gaming - The maze. Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers. 2012. pp. 28-37 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering).

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title = "Steady state visual evoked potential based computer gaming - The maze",

abstract = "We introduce a game, called {"}The Maze{"}, as a brain-computer interface (BCI) application in which an avatar is navigated through a maze by analyzing the player's steady-state visual evoked potential (SSVEP) responses recorded with electroencephalography (EEG). The same computer screen is used for displaying the game environment and for the visual stimulation. The algorithms for EEG data processing and SSVEP detection are discussed in depth. We propose the system parameter values, which provide an acceptable trade-off between the game control accuracy and interactivity.",

author = "Nikolay Chumerin and Manyakov, {Nikolay V.} and Adrien Combaz and Arne Robben and {van Vliet}, Marijn and {Van Hulle}, {Marc M.}",

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series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering",

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note = "International Conference on Intelligent Technologies for Interactive Entertainment, INTETAIN ; Conference date: 25-05-2011 Through 27-05-2011",

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Chumerin, N, Manyakov, NV, Combaz, A, Robben, A, van Vliet, M & Van Hulle, MM 2012, Steady state visual evoked potential based computer gaming - The maze. in Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 78 LNICST, pp. 28-37, International Conference on Intelligent Technologies for Interactive Entertainment, Genova, Italy, 25/05/2011. https://doi.org/10.1007/978-3-642-30214-5_4

Steady state visual evoked potential based computer gaming - The maze. / Chumerin, Nikolay; Manyakov, Nikolay V.; Combaz, Adrien; Robben, Arne; van Vliet, Marijn; Van Hulle, Marc M.

Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers. 2012. p. 28-37 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; Vol. 78 LNICST).

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

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Chumerin N, Manyakov NV, Combaz A, Robben A, van Vliet M, Van Hulle MM. Steady state visual evoked potential based computer gaming - The maze. In Intelligent Technologies for Interactive Entertainment - 4th International ICST Conference, INTETAIN 2011, Revised Selected Papers. 2012. p. 28-37. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering). https://doi.org/10.1007/978-3-642-30214-5_4

Steady state visual evoked potential based computer gaming - The maze

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