​Frequency-specific neural signatures of perceptual content and perceptual stability

  1. Richard Hardstone
  2. Matthew W Flounders
  3. Michael Zhu
  4. Biyu J He  Is a corresponding author
  1. New York University, United States

Abstract

In the natural environment, we often form stable perceptual experiences from ambiguous and fleeting sensory inputs. Which neural activity underlies the content of perception and which neural activity supports perceptual stability remains an open question. We used a bistable perception paradigm involving ambiguous images to behaviorally dissociate perceptual content from perceptual stability, and magnetoencephalography (MEG) to measure whole-brain neural dynamics in humans. Combining multivariate decoding and neural state-space analyses, we found frequency band-specific neural signatures that underlie the content of perception and promote perceptual stability, respectively. Across different types of images, non-oscillatory neural activity in the slow cortical potential (SCP, <5 Hz) range supported the content of perception. Perceptual stability was additionally influenced by the amplitude of alpha and beta oscillations. In addition, neural activity underlying perceptual memory, which supports perceptual stability when sensory input is temporally removed from view, also encodes elapsed time. Together, these results reveal distinct neural mechanisms that support the content vs. stability of visual perception.

Data availability

The dataset generated by this study, including data and code to reproduce all the figures, are shared through figshare: https://figshare.com/s/c328299bea96686c2eec

Article and author information

Author details

  1. Richard Hardstone

    Neuroscience Institute, New York University, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7502-9145
  2. Matthew W Flounders

    Neuroscience Institute, New York University, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-7014-4665
  3. Michael Zhu

    Neuroscience Institute, New York University, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. Biyu J He

    Neuroscience Institute, New York University, New York, United States
    For correspondence
    biyu.jade.he@gmail.com
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1549-1351

Funding

National Science Foundation (BCS-1753218)

  • Biyu J He

Irma T. Hirschl Trust

  • Biyu J He

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

Ethics

Human subjects: This experiment was approved by the Institutional Review Board of the National Institute of Neurological Disorders and Stroke (under protocol #14 N-0002). All subjects provided written informed consent for the research use and eventual publication of their data.

Copyright

© 2022, Hardstone 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

  • 1,053
    views
  • 264
    downloads
  • 8
    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. Richard Hardstone
  2. Matthew W Flounders
  3. Michael Zhu
  4. Biyu J He
(2022)
​Frequency-specific neural signatures of perceptual content and perceptual stability
eLife 11:e78108.
https://doi.org/10.7554/eLife.78108

Share this article

https://doi.org/10.7554/eLife.78108

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.