Integrative and distinctive coding of visual and conceptual object features in the ventral visual stream

  1. Chris B Martin  Is a corresponding author
  2. Danielle Douglas
  3. Rachel N Newsome
  4. Louisa LY Man
  5. Morgan Barense  Is a corresponding author
  1. University of Toronto, Canada
  2. Mount Allison University, Canada
  3. Rotman Research Institute, Canada
  4. Queen's University, Canada

Abstract

A significant body of research in cognitive neuroscience is aimed at understanding how object concepts are represented in the human brain. However, it remains unknown whether and where the visual and abstract conceptual features that define an object concept are integrated. We addressed this issue by comparing the neural pattern similarities among object-evoked fMRI responses with behavior-based models that independently captured the visual and conceptual similarities among these stimuli. Our results revealed evidence for distinctive coding of visual features in lateral occipital cortex, and conceptual features in the temporal pole and parahippocampal cortex. By contrast, we found evidence for integrative coding of visual and conceptual object features in perirhinal cortex. The neuroanatomical specificity of this effect was highlighted by results from a searchlight analysis. Taken together, our findings suggest that perirhinal cortex uniquely supports the representation of fully-specified object concepts through the integration of their visual and conceptual features.

Article and author information

Author details

  1. Chris B Martin

    Department of Psychology, University of Toronto, Toronto, Canada
    For correspondence
    cmarti97@gmail.com
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7014-4371
  2. Danielle Douglas

    Department of Psychology, Mount Allison University, Sackville, Canada
    Competing interests
    The authors declare that no competing interests exist.
  3. Rachel N Newsome

    Rotman Research Institute, Toronto, Canada
    Competing interests
    The authors declare that no competing interests exist.
  4. Louisa LY Man

    Department of Psychology, Queen's University, Kingston, Canada
    Competing interests
    The authors declare that no competing interests exist.
  5. Morgan Barense

    Department of Psychology, University of Toronto, Toronto, Canada
    For correspondence
    barense@psych.utoronto.ca
    Competing interests
    The authors declare that no competing interests exist.

Funding

Natural Sciences and Engineering Research Council of Canada

  • Morgan Barense

James S. McDonnell Foundation

  • Morgan Barense

Canada Research Chairs

  • Morgan Barense

Ontario Ministry of Economic Development and Innovation

  • Morgan Barense

Natural Sciences and Engineering Research Council of Canada (PDF - 502437 - 2017)

  • Chris B Martin

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

Ethics

Human subjects: The study was approved by the Institutional Review Board at the University ofToronto (REB # 23778) and the Research Ethics Board at Baycrest Hospital (REB # 15-06). Informed consent was obtained from each participant before the experiment, including consent to publish anonymized results.

Copyright

© 2018, Martin 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

  • 5,707
    views
  • 949
    downloads
  • 148
    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. Chris B Martin
  2. Danielle Douglas
  3. Rachel N Newsome
  4. Louisa LY Man
  5. Morgan Barense
(2018)
Integrative and distinctive coding of visual and conceptual object features in the ventral visual stream
eLife 7:e31873.
https://doi.org/10.7554/eLife.31873

Share this article

https://doi.org/10.7554/eLife.31873

Further reading

    1. Neuroscience
    Kaspar E Vogt, Ashwinikumar Kulkarni ... Robert W Greene
    Research Article

    Sleep loss increases AMPA-synaptic strength and number in the neocortex. However, this is only part of the synaptic sleep loss response. We report an increased AMPA/NMDA EPSC ratio in frontal-cortical pyramidal neurons of layers 2–3. Silent synapses are absent, decreasing the plastic potential to convert silent NMDA to active AMPA synapses. These sleep loss changes are recovered by sleep. Sleep genes are enriched for synaptic shaping cellular components controlling glutamate synapse phenotype, overlap with autism risk genes, and are primarily observed in excitatory pyramidal neurons projecting intra-telencephalically. These genes are enriched with genes controlled by the transcription factor, MEF2c, and its repressor, HDAC4. Sleep genes can thus provide a framework within which motor learning and training occur mediated by the sleep-dependent oscillation of glutamate-synaptic phenotypes.

    1. Neuroscience
    Christopher Bell, Lukas Kilo ... Stefanie Ryglewski
    Research Article

    At many vertebrate synapses, presynaptic functions are tuned by expression of different Cav2 channels. Most invertebrate genomes contain only one Cav2 gene. The Drosophila Cav2 homolog, cacophony (cac), induces synaptic vesicle release at presynaptic active zones (AZs). We hypothesize that Drosophila cac functional diversity is enhanced by two mutually exclusive exon pairs that are not conserved in vertebrates, one in the voltage sensor and one in the loop binding Caβ and Gβγ subunits. We find that alternative splicing in the voltage sensor affects channel activation voltage. Only the isoform with the higher activation voltage localizes to AZs at the glutamatergic Drosophila larval neuromuscular junction and is imperative for normal synapse function. By contrast, alternative splicing at the other alternative exon pair tunes multiple aspects of presynaptic function. While expression of one exon yields normal transmission, expression of the other reduces channel number in the AZ and thus release probability. This also abolishes presynaptic homeostatic plasticity. Moreover, reduced channel number affects short-term plasticity, which is rescued by increasing the external calcium concentration to match release probability to control. In sum, in Drosophila alternative splicing provides a mechanism to regulate different aspects of presynaptic functions with only one Cav2 gene.