Brain-computer interface research at Katholieke Universiteit Leuven

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

doi:10.1145/2093698.2093765

Brain-computer interface research at Katholieke Universiteit Leuven

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

^*Corresponding author for this work

Not published at Aalto University

KU Leuven

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

4 Citations (Scopus)

Abstract

We present an overview of our Brain-computer interface (BCI) research, invasive as well as non-invasive, during the past four years. The invasive BCIs are based on local field-and action potentials recorded with microelectrode arrays implanted in the visual cortex of the macaque monkey. The non-invasive BCIs are based on electroencephalogram (EEG) recorded from a human subject's scalp. Several EEG paradigms were used to enable the subject to type text or to select icons on a computer screen, without having to rely on one's fingers, gestures, or any other form of motor activity: the P300 event-related potential, the steady-state visual evoked potential, and the error related potential. We report on the status of our EEG BCI tests on healthy subjects as well as patients with severe communication disabilities, and our demonstrations to a broad audience to raise the public awareness of BCI.

Original language	English
Title of host publication	Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11
DOIs	https://doi.org/10.1145/2093698.2093765
Publication status	Published - 1 Dec 2011
MoE publication type	A4 Conference publication
Event	INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMUNICATION TECHNOLOGIES - Barcelona, Spain Duration: 31 Dec 1899 → 29 Oct 2011 Conference number: 4

Conference

Conference	INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMUNICATION TECHNOLOGIES
Abbreviated title	ISABEL
Country/Territory	Spain
City	Barcelona
Period	31/12/1899 → 29/10/2011

Keywords

action potentials
brain-computer interface
electroencephalogram
local field potentials

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1145/2093698.2093765

Cite this

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title = "Brain-computer interface research at Katholieke Universiteit Leuven",

abstract = "We present an overview of our Brain-computer interface (BCI) research, invasive as well as non-invasive, during the past four years. The invasive BCIs are based on local field-and action potentials recorded with microelectrode arrays implanted in the visual cortex of the macaque monkey. The non-invasive BCIs are based on electroencephalogram (EEG) recorded from a human subject's scalp. Several EEG paradigms were used to enable the subject to type text or to select icons on a computer screen, without having to rely on one's fingers, gestures, or any other form of motor activity: the P300 event-related potential, the steady-state visual evoked potential, and the error related potential. We report on the status of our EEG BCI tests on healthy subjects as well as patients with severe communication disabilities, and our demonstrations to a broad audience to raise the public awareness of BCI.",

keywords = "action potentials, brain-computer interface, electroencephalogram, local field potentials",

author = "Manyakov, {Nikolay V.} and Nikolay Chumerin and Adrien Combaz and Arne Robben and {van Vliet}, Marijn and {De Mazi{\`e}re}, {Patrick A.} and {Van Hulle}, {Marc M.}",

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month = dec,

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doi = "10.1145/2093698.2093765",

language = "English",

isbn = "9781450309134",

booktitle = "Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11",

note = "INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMUNICATION TECHNOLOGIES, ISABEL ; Conference date: 31-12-1899 Through 29-10-2011",

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Manyakov, NV, Chumerin, N, Combaz, A, Robben, A, van Vliet, M, De Mazière, PA & Van Hulle, MM 2011, Brain-computer interface research at Katholieke Universiteit Leuven. in Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11. INTERNATIONAL SYMPOSIUM ON APPLIED SCIENCES IN BIOMEDICAL AND COMMUNICATION TECHNOLOGIES, Barcelona, Spain, 31/12/1899. https://doi.org/10.1145/2093698.2093765

Brain-computer interface research at Katholieke Universiteit Leuven. / Manyakov, Nikolay V.; Chumerin, Nikolay; Combaz, Adrien et al.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11. 2011.

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

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AU - Chumerin, Nikolay

AU - Combaz, Adrien

AU - Robben, Arne

AU - van Vliet, Marijn

AU - De Mazière, Patrick A.

AU - Van Hulle, Marc M.

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KW - brain-computer interface

KW - electroencephalogram

KW - local field potentials

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SN - 9781450309134

BT - Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11

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Y2 - 31 December 1899 through 29 October 2011

ER -

Brain-computer interface research at Katholieke Universiteit Leuven

Abstract

Conference

Keywords

UN SDGs

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