Detecting changes in dynamic and complex acoustic environments

  1. Yves Boubenec  Is a corresponding author
  2. Jennifer Lawlor
  3. Urszula Górska
  4. Shihab Shamma
  5. Bernhard Englitz
  1. Laboratoire des Systèmes Perceptifs, CNRS UMR 8248, France
  2. Radboud Universiteit, Netherlands

Abstract

Natural sounds such as wind or rain, are characterized by the statistical occurrence of their constituents. Despite their complexity, listeners readily detect changes in these contexts. We here address the neural basis of statistical decision-making using a combination of psychophysics, EEG and modelling. In a texture-based, change-detection paradigm, human performance and reaction times improved with longer pre-change exposure, consistent with improved estimation of baseline statistics. Change-locked and decision-related EEG responses were found in a centro-parietal scalp location, whose slope depended on change size, consistent with sensory evidence accumulation. The potential's amplitude scaled with the duration of pre-change exposure, suggesting a time-dependent decision threshold. Auditory cortex-related potentials showed no response to the change. A dual timescale, statistical estimation model accounted for subjects' performance. Furthermore, a decision-augmented auditory cortex model accounted for performance and reaction times, suggesting that the primary cortical representation requires little post-processing to enable change-detection in complex acoustic environments.

Article and author information

Author details

  1. Yves Boubenec

    Laboratoire des Systèmes Perceptifs, CNRS UMR 8248, Paris, France
    For correspondence
    boubenec@ens.fr
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-0106-6947
  2. Jennifer Lawlor

    Laboratoire des Systèmes Perceptifs, CNRS UMR 8248, Paris, France
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-6116-3001
  3. Urszula Górska

    Department of Neurophysiology, Radboud Universiteit, Nijmegen, Netherlands
    Competing interests
    The authors declare that no competing interests exist.
  4. Shihab Shamma

    Laboratoire des Systèmes Perceptifs, CNRS UMR 8248, Paris, France
    Competing interests
    The authors declare that no competing interests exist.
  5. Bernhard Englitz

    Laboratoire des Systèmes Perceptifs, CNRS UMR 8248, Paris, France
    Competing interests
    The authors declare that no competing interests exist.

Funding

Agence Nationale de la Recherche (ANR-10-LABX-0087 IEC)

  • Yves Boubenec
  • Jennifer Lawlor
  • Shihab Shamma
  • Bernhard Englitz

Agence Nationale de la Recherche (ANR-10-IDEX-0001-02 PSL*)

  • Yves Boubenec
  • Jennifer Lawlor
  • Shihab Shamma
  • Bernhard Englitz

Advanced European Research Council (ERC 295603)

  • Yves Boubenec
  • Jennifer Lawlor
  • Shihab Shamma
  • Bernhard Englitz

European Commission's Marie Curie grant (660328)

  • Bernhard Englitz

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Human subjects: All experiments were performed in accordance with the guidelines of the Helsinki Declaration. The Ethics Committees for Health Sciences at Université Paris Descartes approved the experimental procedures.

Copyright

© 2017, Boubenec et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 2,561
    views
  • 481
    downloads
  • 23
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Yves Boubenec
  2. Jennifer Lawlor
  3. Urszula Górska
  4. Shihab Shamma
  5. Bernhard Englitz
(2017)
Detecting changes in dynamic and complex acoustic environments
eLife 6:e24910.
https://doi.org/10.7554/eLife.24910

Share this article

https://doi.org/10.7554/eLife.24910

Further reading

    1. Neuroscience
    Lucie Oriol, Melody Chao ... Thomas S Hnasko
    Research Article

    The ventral tegmental area (VTA) contains projection neurons that release the neurotransmitters dopamine, GABA, and/or glutamate from distal synapses. VTA also contains GABA neurons that synapse locally on to dopamine neurons, synapses widely credited to a population of so-called VTA interneurons. Interneurons in cortex, striatum, and elsewhere have well-defined morphological features, physiological properties, and molecular markers, but such features have not been clearly described in VTA. Indeed, there is scant evidence that local and distal synapses originate from separate populations of VTA GABA neurons. In this study, we tested whether several markers expressed in non-dopamine VTA neurons are selective markers of interneurons, defined as neurons that synapse locally but not distally. Challenging previous assumptions, we found that VTA neurons genetically defined by expression of parvalbumin, somatostatin, neurotensin, or Mu-opioid receptor project to known VTA targets including nucleus accumbens, ventral pallidum, lateral habenula, and prefrontal cortex. Moreover, we provide evidence that VTA GABA and glutamate projection neurons make functional inhibitory or excitatory synapses locally within VTA. These findings suggest that local collaterals of VTA projection neurons could mediate functions prior attributed to VTA interneurons. This study underscores the need for a refined understanding of VTA connectivity to explain how heterogeneous VTA circuits mediate diverse functions related to reward, motivation, or addiction.

    1. Neuroscience
    Weihua Cai, Arkady Khoutorsky
    Insight

    Mice lacking two neuropeptides thought to be essential for processing pain show no change in how they respond to a wide range of harmful stimuli.