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EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment. / Lebedkin, Dmitri; Chernov, Grigory; Ladonovskaya, Ksenija et al.
2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. p. 259-262 (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Harvard
Lebedkin, D, Chernov, G, Ladonovskaya, K, Rudych, P & Belianin, A 2023,
EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment. in
2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 259-262, 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, Новосибирск, Russian Federation,
28.09.2023.
https://doi.org/10.1109/CSGB60362.2023.10329841APA
Lebedkin, D., Chernov, G., Ladonovskaya, K., Rudych, P., & Belianin, A. (2023).
EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment. In
2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings (pp. 259-262). (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings). Institute of Electrical and Electronics Engineers Inc..
https://doi.org/10.1109/CSGB60362.2023.10329841Vancouver
Lebedkin D, Chernov G, Ladonovskaya K, Rudych P, Belianin A.
EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment. In 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2023. p. 259-262. (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings). doi: 10.1109/CSGB60362.2023.10329841
Author
Lebedkin, Dmitri ; Chernov, Grigory ; Ladonovskaya, Ksenija et al. /
EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment. 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 259-262 (2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings).
BibTeX
@inproceedings{9bdf3b2b9e794a09a1ce44578d89dc97,
title = "EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment",
abstract = "In this paper we study brain processes underlying decision-making and risk management in a gamified environment. The authors conducted an experiment, gathering 128-channel EEG data of 27 participants playing a virtual game of ball catching, involving active decision making in a risky situation. The EEG data of 16 participants were preprocessed using an automated pipeline, then ERPs were computed and analyzed for two conditions: success and failure (at each ball catching round). The spatiotemporal permutation cluster test showed two significant clusters of electrodes, the first of which is possibly related to the N400 ERP component and the second one to the late negative or positive potential. The results showed a statistically significant difference in participants' reaction to failure and success in a gamified environment, which further confirms the usefulness of such methods in neuroeconomic studies of decision-making and in neuroscience of cognition in general.",
keywords = "EEG, ERP, N400, cognition, decision-making, late positive potential, neuroeconomics, risk management",
author = "Dmitri Lebedkin and Grigory Chernov and Ksenija Ladonovskaya and Pavel Rudych and Alexis Belianin",
note = "Financial support: the study was supported by grant № 22-28-02006 of Russian Science Foundation (RSF).; 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 ; Conference date: 28-09-2023 Through 29-09-2023",
year = "2023",
doi = "10.1109/CSGB60362.2023.10329841",
language = "English",
isbn = "9798350307979",
series = "2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "259--262",
booktitle = "2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings",
address = "United States",
}
RIS
TY - GEN
T1 - EEG Study of Decision-Making in Uncertain and Risky Situations via a Gamified Environment
AU - Lebedkin, Dmitri
AU - Chernov, Grigory
AU - Ladonovskaya, Ksenija
AU - Rudych, Pavel
AU - Belianin, Alexis
N1 - Financial support: the study was supported by grant № 22-28-02006 of Russian Science Foundation (RSF).
PY - 2023
Y1 - 2023
N2 - In this paper we study brain processes underlying decision-making and risk management in a gamified environment. The authors conducted an experiment, gathering 128-channel EEG data of 27 participants playing a virtual game of ball catching, involving active decision making in a risky situation. The EEG data of 16 participants were preprocessed using an automated pipeline, then ERPs were computed and analyzed for two conditions: success and failure (at each ball catching round). The spatiotemporal permutation cluster test showed two significant clusters of electrodes, the first of which is possibly related to the N400 ERP component and the second one to the late negative or positive potential. The results showed a statistically significant difference in participants' reaction to failure and success in a gamified environment, which further confirms the usefulness of such methods in neuroeconomic studies of decision-making and in neuroscience of cognition in general.
AB - In this paper we study brain processes underlying decision-making and risk management in a gamified environment. The authors conducted an experiment, gathering 128-channel EEG data of 27 participants playing a virtual game of ball catching, involving active decision making in a risky situation. The EEG data of 16 participants were preprocessed using an automated pipeline, then ERPs were computed and analyzed for two conditions: success and failure (at each ball catching round). The spatiotemporal permutation cluster test showed two significant clusters of electrodes, the first of which is possibly related to the N400 ERP component and the second one to the late negative or positive potential. The results showed a statistically significant difference in participants' reaction to failure and success in a gamified environment, which further confirms the usefulness of such methods in neuroeconomic studies of decision-making and in neuroscience of cognition in general.
KW - EEG
KW - ERP
KW - N400
KW - cognition
KW - decision-making
KW - late positive potential
KW - neuroeconomics
KW - risk management
UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85180373020&origin=inward&txGid=5678c9ffc7826a6148ebae4e83b42d34
UR - https://www.mendeley.com/catalogue/9df3f031-12eb-3353-a22a-22d1115bae5d/
U2 - 10.1109/CSGB60362.2023.10329841
DO - 10.1109/CSGB60362.2023.10329841
M3 - Conference contribution
SN - 9798350307979
T3 - 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings
SP - 259
EP - 262
BT - 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine
Y2 - 28 September 2023 through 29 September 2023
ER -
