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Spatiospectral brain networks reflective of improvisational experience

View ORCID ProfileJosef Faller, Andrew Goldman, Yida Lin, View ORCID ProfileJames R. McIntosh, View ORCID ProfilePaul Sajda
doi: https://doi.org/10.1101/2021.02.25.432633
Josef Faller
aDepartment of Biomedical Engineering, Columbia University, New York, NY, USA
bDEVCOM Army Research Laboratory, Aberdeen Proving Ground, MD, USA
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  • For correspondence: josef.faller@gmail.com
Andrew Goldman
aDepartment of Biomedical Engineering, Columbia University, New York, NY, USA
cJacobs School of Music, Department of Music Theory and Cognitive Science Program, Indiana University, Bloomington, IN, USA
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Yida Lin
aDepartment of Biomedical Engineering, Columbia University, New York, NY, USA
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James R. McIntosh
aDepartment of Biomedical Engineering, Columbia University, New York, NY, USA
dDepartment of Orthopedic Surgery, Columbia University, New York, NY, USA
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Paul Sajda
aDepartment of Biomedical Engineering, Columbia University, New York, NY, USA
eData Science Institute, Columbia University, New York, NY, USA
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Abstract

Musical improvisers are trained to categorize certain musical structures into functional classes, which is thought to facilitate improvisation. Using a novel auditory oddball paradigm (Goldman et al., 2020) which enables us to disassociate a deviant (i.e. musical cord inversion) from a consistent functional class, we recorded scalp EEG from a group of musicians who spanned a range of improvisational and classically trained experience. Using a spatiospectral based inter and intra network connectivity analysis, we found that improvisers showed a variety of differences in connectivity within and between large-scale cortical networks compared to classically trained musicians, as a function of deviant type. Inter-network connectivity in the alpha band, for a time window leading up to the behavioural response, was strongly linked to improvisation experience, with the default mode network acting as a hub. Spatiospectral networks post response were substantially different between improvisers and classically trained musicians, with greater inter-network connectivity (specific to the alpha and beta bands) seen in improvisers whereas those with more classical training had largely reduced inter-network activity (mostly in the gamma band). More generally, we interpret our findings in the context of network-level correlates of expectation violation as a function of subject expertise, and we discuss how these may generalize to other and more ecologically valid scenarios.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted February 25, 2021.
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Spatiospectral brain networks reflective of improvisational experience
Josef Faller, Andrew Goldman, Yida Lin, James R. McIntosh, Paul Sajda
bioRxiv 2021.02.25.432633; doi: https://doi.org/10.1101/2021.02.25.432633
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Spatiospectral brain networks reflective of improvisational experience
Josef Faller, Andrew Goldman, Yida Lin, James R. McIntosh, Paul Sajda
bioRxiv 2021.02.25.432633; doi: https://doi.org/10.1101/2021.02.25.432633

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