Tracking Event-Related Potentials during BMI driven Rehabilitation

Florian Helmhold; Andreas Ray; Eduardo Lopez-Larraz; Ander Ramos-Murguialday

doi:10.1109/NER.2019.8717027

Tracking Event-Related Potentials during BMI driven Rehabilitation

Florian Helmhold^*
, Andreas Ray
, Eduardo Lopez-Larraz
, Ander Ramos-Murguialday

^*Corresponding author for this work

University of Tübingen

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

Abstract

Current brain-machine-interface (BMI) rehabilitation approaches typically focus on a specific aspect of neural activity. Auxiliary signals, derived from independent measures of neural activity and recorded in parallel might be useful in quantifying and tracking a subjects mental state and performance. In this work, we demonstrate that event-related potentials can be reliably observed in stroke survivors with chronic paralysis during a BMI intervention. The averaged evoked response remains stable over sessions and varies between subjects. A prominent negativity, positivity complex emerges whose features can be tracked across subjects and sessions.

Original language	English
Title of host publication	9th International IEEE EMBS Conference on Neural Engineering, NER 2019
Publisher	IEEE Computer Society
Pages	114-117
Number of pages	4
ISBN (Electronic)	9781538679210
DOIs	https://doi.org/10.1109/NER.2019.8717027
Publication status	Published - 16 May 2019
Externally published	Yes
Event	9th International IEEE EMBS Conference on Neural Engineering, NER 2019 - San Francisco, United States Duration: 20 Mar 2019 → 23 Mar 2019

Publication series

Name	International IEEE/EMBS Conference on Neural Engineering, NER
Volume	2019-March
ISSN (Print)	1948-3546
ISSN (Electronic)	1948-3554

Conference

Conference	9th International IEEE EMBS Conference on Neural Engineering, NER 2019
Country/Territory	United States
City	San Francisco
Period	20/03/19 → 23/03/19

UN SDGs

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

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10.1109/NER.2019.8717027

Cite this

Helmhold, F., Ray, A., Lopez-Larraz, E., & Ramos-Murguialday, A. (2019). Tracking Event-Related Potentials during BMI driven Rehabilitation. In 9th International IEEE EMBS Conference on Neural Engineering, NER 2019 (pp. 114-117). Article 8717027 (International IEEE/EMBS Conference on Neural Engineering, NER; Vol. 2019-March). IEEE Computer Society. https://doi.org/10.1109/NER.2019.8717027

@inproceedings{6502d0f86de64fb7979510527158a639,

title = "Tracking Event-Related Potentials during BMI driven Rehabilitation",

abstract = "Current brain-machine-interface (BMI) rehabilitation approaches typically focus on a specific aspect of neural activity. Auxiliary signals, derived from independent measures of neural activity and recorded in parallel might be useful in quantifying and tracking a subjects mental state and performance. In this work, we demonstrate that event-related potentials can be reliably observed in stroke survivors with chronic paralysis during a BMI intervention. The averaged evoked response remains stable over sessions and varies between subjects. A prominent negativity, positivity complex emerges whose features can be tracked across subjects and sessions.",

author = "Florian Helmhold and Andreas Ray and Eduardo Lopez-Larraz and Ander Ramos-Murguialday",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 9th International IEEE EMBS Conference on Neural Engineering, NER 2019 ; Conference date: 20-03-2019 Through 23-03-2019",

year = "2019",

month = may,

day = "16",

doi = "10.1109/NER.2019.8717027",

language = "English",

series = "International IEEE/EMBS Conference on Neural Engineering, NER",

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}

Helmhold, F, Ray, A, Lopez-Larraz, E & Ramos-Murguialday, A 2019, Tracking Event-Related Potentials during BMI driven Rehabilitation. in 9th International IEEE EMBS Conference on Neural Engineering, NER 2019., 8717027, International IEEE/EMBS Conference on Neural Engineering, NER, vol. 2019-March, IEEE Computer Society, pp. 114-117, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019, San Francisco, United States, 20/03/19. https://doi.org/10.1109/NER.2019.8717027

Tracking Event-Related Potentials during BMI driven Rehabilitation. / Helmhold, Florian; Ray, Andreas; Lopez-Larraz, Eduardo et al.
9th International IEEE EMBS Conference on Neural Engineering, NER 2019. IEEE Computer Society, 2019. p. 114-117 8717027 (International IEEE/EMBS Conference on Neural Engineering, NER; Vol. 2019-March).

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

TY - GEN

T1 - Tracking Event-Related Potentials during BMI driven Rehabilitation

AU - Helmhold, Florian

AU - Ray, Andreas

AU - Lopez-Larraz, Eduardo

AU - Ramos-Murguialday, Ander

PY - 2019/5/16

Y1 - 2019/5/16

N2 - Current brain-machine-interface (BMI) rehabilitation approaches typically focus on a specific aspect of neural activity. Auxiliary signals, derived from independent measures of neural activity and recorded in parallel might be useful in quantifying and tracking a subjects mental state and performance. In this work, we demonstrate that event-related potentials can be reliably observed in stroke survivors with chronic paralysis during a BMI intervention. The averaged evoked response remains stable over sessions and varies between subjects. A prominent negativity, positivity complex emerges whose features can be tracked across subjects and sessions.

AB - Current brain-machine-interface (BMI) rehabilitation approaches typically focus on a specific aspect of neural activity. Auxiliary signals, derived from independent measures of neural activity and recorded in parallel might be useful in quantifying and tracking a subjects mental state and performance. In this work, we demonstrate that event-related potentials can be reliably observed in stroke survivors with chronic paralysis during a BMI intervention. The averaged evoked response remains stable over sessions and varies between subjects. A prominent negativity, positivity complex emerges whose features can be tracked across subjects and sessions.

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U2 - 10.1109/NER.2019.8717027

DO - 10.1109/NER.2019.8717027

M3 - Conference contribution

AN - SCOPUS:85066750863

T3 - International IEEE/EMBS Conference on Neural Engineering, NER

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EP - 117

BT - 9th International IEEE EMBS Conference on Neural Engineering, NER 2019

PB - IEEE Computer Society

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Y2 - 20 March 2019 through 23 March 2019

ER -

Tracking Event-Related Potentials during BMI driven Rehabilitation

Abstract

Publication series

Conference

UN SDGs

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