Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment

Leonhard Schreiner; Gerald Hirsch; Ren Xu; Patrick Reitner; Harald Pretl; Christoph Guger

doi:10.1007/978-3-030-78462-1_45

Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment

Leonhard Schreiner^*, Gerald Hirsch, Ren Xu, Patrick Reitner, Harald Pretl, Christoph Guger

^*Corresponding author for this work

Department of Integrated Circuits

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

Original language	English
Title of host publication	Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings
Editors	Masaaki Kurosu
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	582-591
Number of pages	10
ISBN (Print)	9783030784614
DOIs	https://doi.org/10.1007/978-3-030-78462-1_45
Publication status	Published - 2021
Event	Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021 - Virtual, Online Duration: 24 Jul 2021 → 29 Jul 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12762 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021
City	Virtual, Online
Period	24.07.2021 → 29.07.2021

Fields of science

202004 Brain-computer interface
202 Electrical Engineering, Electronics, Information Engineering
102 Computer Sciences

JKU Focus areas

Digital Transformation

Access to Document

10.1007/978-3-030-78462-1_45

Cite this

Schreiner, L., Hirsch, G., Xu, R., Reitner, P., Pretl, H., & Guger, C. (2021). Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment. In M. Kurosu (Ed.), Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings (pp. 582-591). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12762 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-78462-1_45

Schreiner, Leonhard ; Hirsch, Gerald ; Xu, Ren et al. / Online Classification of Cognitive Control Processes Using EEG and fNIRS : A Stroop Experiment. Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. editor / Masaaki Kurosu. Springer Science and Business Media Deutschland GmbH, 2021. pp. 582-591 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment",

keywords = "BCI, EEG, fNIRS, Prefrontal cortex, Stroop",

author = "Leonhard Schreiner and Gerald Hirsch and Ren Xu and Patrick Reitner and Harald Pretl and Christoph Guger",

note = "Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021 ; Conference date: 24-07-2021 Through 29-07-2021",

year = "2021",

doi = "10.1007/978-3-030-78462-1\_45",

language = "English",

isbn = "9783030784614",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "582--591",

editor = "Masaaki Kurosu",

booktitle = "Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings",

}

Schreiner, L, Hirsch, G, Xu, R, Reitner, P, Pretl, H & Guger, C 2021, Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment. in M Kurosu (ed.), Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12762 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 582-591, Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021, Virtual, Online, 24.07.2021. https://doi.org/10.1007/978-3-030-78462-1_45

Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment. / Schreiner, Leonhard; Hirsch, Gerald; Xu, Ren et al.
Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. ed. / Masaaki Kurosu. Springer Science and Business Media Deutschland GmbH, 2021. p. 582-591 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12762 LNCS).

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

TY - GEN

T1 - Online Classification of Cognitive Control Processes Using EEG and fNIRS

T2 - Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021

AU - Schreiner, Leonhard

AU - Hirsch, Gerald

AU - Xu, Ren

AU - Reitner, Patrick

AU - Pretl, Harald

AU - Guger, Christoph

PY - 2021

Y1 - 2021

KW - BCI

KW - EEG

KW - fNIRS

KW - Prefrontal cortex

KW - Stroop

UR - https://www.scopus.com/pages/publications/85112186376

U2 - 10.1007/978-3-030-78462-1_45

DO - 10.1007/978-3-030-78462-1_45

M3 - Conference proceedings

AN - SCOPUS:85112186376

SN - 9783030784614

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 582

EP - 591

BT - Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings

A2 - Kurosu, Masaaki

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 24 July 2021 through 29 July 2021

ER -

Schreiner L, Hirsch G, Xu R, Reitner P, Pretl H, Guger C. Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment. In Kurosu M, editor, Human-Computer Interaction. Theory, Methods and Tools - Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 582-591. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-78462-1_45

Online Classification of Cognitive Control Processes Using EEG and fNIRS: A Stroop Experiment

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