IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-29433-y.html
   My bibliography  Save this article

A theory of cortical map formation in the visual brain

Author

Listed:
  • Sohrab Najafian

    (SUNY College of Optometry)

  • Erin Koch

    (SUNY College of Optometry
    Division of Biology and Biological Engineering, Caltech)

  • Kai Lun Teh

    (Charité-Universitätsmedizin Berlin
    Bernstein Center for Computational Neuroscience Berlin)

  • Jianzhong Jin

    (SUNY College of Optometry)

  • Hamed Rahimi-Nasrabadi

    (SUNY College of Optometry)

  • Qasim Zaidi

    (SUNY College of Optometry)

  • Jens Kremkow

    (Charité-Universitätsmedizin Berlin
    Bernstein Center for Computational Neuroscience Berlin)

  • Jose-Manuel Alonso

    (SUNY College of Optometry)

Abstract

The cerebral cortex receives multiple afferents from the thalamus that segregate by stimulus modality forming cortical maps for each sense. In vision, the primary visual cortex maps the multiple dimensions of the visual stimulus in patterns that vary across species for reasons unknown. Here we introduce a general theory of cortical map formation, which proposes that map diversity emerges from species variations in the thalamic afferent density sampling sensory space. In the theory, increasing afferent sampling density enlarges the cortical domains representing the same visual point, allowing the segregation of afferents and cortical targets by multiple stimulus dimensions. We illustrate the theory with an afferent-density model that accurately replicates the maps of different species through afferent segregation followed by thalamocortical convergence pruned by visual experience. Because thalamocortical pathways use similar mechanisms for axon segregation and pruning, the theory may extend to other sensory areas of the mammalian brain.

Suggested Citation

  • Sohrab Najafian & Erin Koch & Kai Lun Teh & Jianzhong Jin & Hamed Rahimi-Nasrabadi & Qasim Zaidi & Jens Kremkow & Jose-Manuel Alonso, 2022. "A theory of cortical map formation in the visual brain," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29433-y
    DOI: 10.1038/s41467-022-29433-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-29433-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-29433-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Y. Chen & H. Ko & B. V. Zemelman & E. Seidemann & I. Nauhaus, 2020. "Uniform spatial pooling explains topographic organization and deviation from receptive-field scale invariance in primate V1," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    2. Suva Roy & Na Young Jun & Emily L. Davis & John Pearson & Greg D. Field, 2021. "Inter-mosaic coordination of retinal receptive fields," Nature, Nature, vol. 592(7854), pages 409-413, April.
    3. Charles F. Stevens, 2001. "An evolutionary scaling law for the primate visual system and its basis in cortical function," Nature, Nature, vol. 411(6834), pages 193-195, May.
    4. Kuo-Sheng Lee & Xiaoying Huang & David Fitzpatrick, 2016. "Topology of ON and OFF inputs in visual cortex enables an invariant columnar architecture," Nature, Nature, vol. 533(7601), pages 90-94, May.
    5. Erin Koch & Jianzhong Jin & Jose M. Alonso & Qasim Zaidi, 2016. "Functional implications of orientation maps in primary visual cortex," Nature Communications, Nature, vol. 7(1), pages 1-13, December.
    6. Aniruddha Das & Charles D. Gilbert, 1997. "Distortions of visuotopic map match orientation singularities in primary visual cortex," Nature, Nature, vol. 387(6633), pages 594-598, June.
    7. Jens Kremkow & Jianzhong Jin & Yushi Wang & Jose M. Alonso, 2016. "Principles underlying sensory map topography in primary visual cortex," Nature, Nature, vol. 533(7601), pages 52-57, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elaine Tring & Konnie K. Duan & Dario L. Ringach, 2022. "ON/OFF domains shape receptive field structure in mouse visual cortex," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    2. Jérémie Sibille & Carolin Gehr & Jonathan I. Benichov & Hymavathy Balasubramanian & Kai Lun Teh & Tatiana Lupashina & Daniela Vallentin & Jens Kremkow, 2022. "High-density electrode recordings reveal strong and specific connections between retinal ganglion cells and midbrain neurons," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    3. Zvi N. Roth & Kendrick Kay & Elisha P. Merriam, 2022. "Natural scene sampling reveals reliable coarse-scale orientation tuning in human V1," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    4. Lars Reichl & Dominik Heide & Siegrid Löwel & Justin C Crowley & Matthias Kaschube & Fred Wolf, 2012. "Coordinated Optimization of Visual Cortical Maps (I) Symmetry-based Analysis," PLOS Computational Biology, Public Library of Science, vol. 8(11), pages 1-24, November.
    5. Lars Reichl & Dominik Heide & Siegrid Löwel & Justin C Crowley & Matthias Kaschube & Fred Wolf, 2012. "Coordinated Optimization of Visual Cortical Maps (II) Numerical Studies," PLOS Computational Biology, Public Library of Science, vol. 8(11), pages 1-26, November.
    6. Yajie Liang & Rongwen Lu & Katharine Borges & Na Ji, 2023. "Stimulus edges induce orientation tuning in superior colliculus," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    7. Marvin Seifert & Paul A. Roberts & George Kafetzis & Daniel Osorio & Tom Baden, 2023. "Birds multiplex spectral and temporal visual information via retinal On- and Off-channels," Nature Communications, Nature, vol. 14(1), pages 1-19, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29433-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.