Aysegul Gunduz

Music can be reconstructed from human auditory cortex activity using nonlinear decoding models

Abstract:

Music is core to human experience, yet the precise neural dynamics underlying music perception remain unknown. We analyzed a unique intracranial electroencephalography (iEEG) dataset of 29 patients who listened to a Pink Floyd song and applied a stimulus reconstruction approach previously used in the speech domain. We successfully reconstructed a recognizable song from direct neural recordings and quantified the impact of different factors on decoding accuracy. Combining encoding and decoding analyses, we found a right-hemisphere dominance for music perception with a primary role of the superior temporal gyrus (STG), evidenced a new STG subregion tuned to musical rhythm, and defined an anterior–posterior STG organization exhibiting sustained and onset responses to musical elements. Our findings show the feasibility of applying predictive modeling on short datasets acquired in single patients, paving the way for adding musical elements to brain–computer interface (BCI) applications.

Authors:

  • Ludovic Bellier

  • Anaïs Llorens

  • Déborah Marciano

  • Aysegul Gunduz

  • Gwerwin Schalk

  • Peter Brunner

  • Robert T. Knight

Date: 2023

DOI: https://doi.org/10.1371/journal.pbio.3002176

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iEEG-BIDS, extending the Brain Imaging Data Structure specification to human intracranial electrophysiology

Description:

The Brain Imaging Data Structure (BIDS) is a community-driven specification for organizing neuroscience data and metadata with the aim to make datasets more transparent, reusable, and reproducible. Intracranial electroencephalography (iEEG) data offer a unique combination of high spatial and temporal resolution measurements of the living human brain. To improve internal (re) use and external sharing of these unique data, we present a specification for storing and sharing iEEG data: iEEG-BIDS.

Authors:

  • Christopher Holdgraf

  • Stefan Appelhoff

  • Stephan Bickel

  • Kristofer Bouchard

  • Sasha D’Ambrosio

  • Olivier David

  • Orrin Devinsky

  • Benjamin Dichter

  • Adeen Flinker

  • Brett L. Foster

  • Krzysztof J. Gorgolewski

  • Iris Groen

  • David Groppe

  • Aysegul Gunduz

  • Liberty Hamilton

  • Christopher J. Honey

  • Mainak Jas

  • Robert T. Knight

  • Jean-Philippe Lachaux

  • Jonathan C. Lau

  • Christopher Lee-Messer

  • Brian N. Lundstrom

  • Kai J. Miller

  • Jeffrey G. Ojemann

  • Robert Oostenveld

  • Natalia Petridou

  • Gio Piantoni

  • Andrea Pigorini

  • Nader Pouratian

  • Nick F. Ramsey

  • Arjen Stolk

  • Nicole C. Swann

  • François Tadel

  • Bradley Voytek

  • Brian A . Wandell

  • Jonathan Winawer

  • Kirstie Whitaker

  • Lyuba Zehl

  • Dora Hermes

Date: 2019

DOI: https://doi.org/10.1038/s41597-019-0105-7

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