Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study

In this paper, we describe the results of a single subject study attempting at a better understanding of the subjective mental state during musical improvisation. In a first experiment, we setup an ecological paradigm measuring EEG on a musician in free improvised concerts with an audience, followed...

Full description

Bibliographic Details
Main Authors: Nicolas Farrugia, Alix Lamouroux, Christophe Rocher, Jules Bouvet, Giulia Lioi
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Neuroscience
Subjects:
EEG
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.626723/full
id doaj-4ab4fe8fbb3f4b0fb61436c636c537a9
record_format Article
spelling doaj-4ab4fe8fbb3f4b0fb61436c636c537a92021-06-10T04:55:46ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2021-06-011510.3389/fnins.2021.626723626723Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject StudyNicolas Farrugia0Alix Lamouroux1Christophe Rocher2Jules Bouvet3Giulia Lioi4IMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, FranceIMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, FranceEnsemble Nautilis, Brest, FranceIMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, FranceIMT Atlantique, Lab-STICC, UMR CNRS 6285, Brest, FranceIn this paper, we describe the results of a single subject study attempting at a better understanding of the subjective mental state during musical improvisation. In a first experiment, we setup an ecological paradigm measuring EEG on a musician in free improvised concerts with an audience, followed by retrospective rating of the mental state of the improviser. We introduce Subjective Temporal Resolution (STR), a retrospective rating assessing the instantaneous quantization of subjective timing of the improviser. We identified high and low STR states using Hidden Markov Models in two performances, and were able to decode those states using supervised learning on instantaneous EEG power spectrum, showing increases in theta and alpha power with high STR values. In a second experiment, we found an increase of theta and beta power when experimentally manipulating STR in a musical improvisation imagery experiment. These results are interpreted with respect to previous research on flow state in creativity, as well as with the temporal processing literature. We suggest that a component of the subjective state of musical improvisation may be reflected in an underlying mechanism related to the subjective quantization of time. We also demonstrate the feasibility of single case studies of musical improvisation using brain activity measurements and retrospective reports, by obtaining consistent results across multiple sessions.https://www.frontiersin.org/articles/10.3389/fnins.2021.626723/fullimprovisation (music)EEGecologicalflow statemachine learningsubjective time
collection DOAJ
language English
format Article
sources DOAJ
author Nicolas Farrugia
Alix Lamouroux
Christophe Rocher
Jules Bouvet
Giulia Lioi
spellingShingle Nicolas Farrugia
Alix Lamouroux
Christophe Rocher
Jules Bouvet
Giulia Lioi
Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
Frontiers in Neuroscience
improvisation (music)
EEG
ecological
flow state
machine learning
subjective time
author_facet Nicolas Farrugia
Alix Lamouroux
Christophe Rocher
Jules Bouvet
Giulia Lioi
author_sort Nicolas Farrugia
title Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
title_short Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
title_full Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
title_fullStr Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
title_full_unstemmed Beta and Theta Oscillations Correlate With Subjective Time During Musical Improvisation in Ecological and Controlled Settings: A Single Subject Study
title_sort beta and theta oscillations correlate with subjective time during musical improvisation in ecological and controlled settings: a single subject study
publisher Frontiers Media S.A.
series Frontiers in Neuroscience
issn 1662-453X
publishDate 2021-06-01
description In this paper, we describe the results of a single subject study attempting at a better understanding of the subjective mental state during musical improvisation. In a first experiment, we setup an ecological paradigm measuring EEG on a musician in free improvised concerts with an audience, followed by retrospective rating of the mental state of the improviser. We introduce Subjective Temporal Resolution (STR), a retrospective rating assessing the instantaneous quantization of subjective timing of the improviser. We identified high and low STR states using Hidden Markov Models in two performances, and were able to decode those states using supervised learning on instantaneous EEG power spectrum, showing increases in theta and alpha power with high STR values. In a second experiment, we found an increase of theta and beta power when experimentally manipulating STR in a musical improvisation imagery experiment. These results are interpreted with respect to previous research on flow state in creativity, as well as with the temporal processing literature. We suggest that a component of the subjective state of musical improvisation may be reflected in an underlying mechanism related to the subjective quantization of time. We also demonstrate the feasibility of single case studies of musical improvisation using brain activity measurements and retrospective reports, by obtaining consistent results across multiple sessions.
topic improvisation (music)
EEG
ecological
flow state
machine learning
subjective time
url https://www.frontiersin.org/articles/10.3389/fnins.2021.626723/full
work_keys_str_mv AT nicolasfarrugia betaandthetaoscillationscorrelatewithsubjectivetimeduringmusicalimprovisationinecologicalandcontrolledsettingsasinglesubjectstudy
AT alixlamouroux betaandthetaoscillationscorrelatewithsubjectivetimeduringmusicalimprovisationinecologicalandcontrolledsettingsasinglesubjectstudy
AT christopherocher betaandthetaoscillationscorrelatewithsubjectivetimeduringmusicalimprovisationinecologicalandcontrolledsettingsasinglesubjectstudy
AT julesbouvet betaandthetaoscillationscorrelatewithsubjectivetimeduringmusicalimprovisationinecologicalandcontrolledsettingsasinglesubjectstudy
AT giulialioi betaandthetaoscillationscorrelatewithsubjectivetimeduringmusicalimprovisationinecologicalandcontrolledsettingsasinglesubjectstudy
_version_ 1721385673101934592