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Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons

Motion selectivity in primary visual cortex (V1) is approximately separable in orientation, spatial frequency, and temporal frequency (“frequency-separable”). Models for area MT neurons posit that their selectivity arises by combining direction-selective V1 afferents whose tuning is organized around...

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Autores principales: Zaharia, Andrew D., Goris, Robbe L. T., Movshon, J. Anthony, Simoncelli, Eero P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868477/
https://www.ncbi.nlm.nih.gov/pubmed/31604815
http://dx.doi.org/10.1523/ENEURO.0258-19.2019
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author Zaharia, Andrew D.
Goris, Robbe L. T.
Movshon, J. Anthony
Simoncelli, Eero P.
author_facet Zaharia, Andrew D.
Goris, Robbe L. T.
Movshon, J. Anthony
Simoncelli, Eero P.
author_sort Zaharia, Andrew D.
collection PubMed
description Motion selectivity in primary visual cortex (V1) is approximately separable in orientation, spatial frequency, and temporal frequency (“frequency-separable”). Models for area MT neurons posit that their selectivity arises by combining direction-selective V1 afferents whose tuning is organized around a tilted plane in the frequency domain, specifying a particular direction and speed (“velocity-separable”). This construction explains “pattern direction-selective” MT neurons, which are velocity-selective but relatively invariant to spatial structure, including spatial frequency, texture and shape. We designed a set of experiments to distinguish frequency-separable and velocity-separable models and executed them with single-unit recordings in macaque V1 and MT. Surprisingly, when tested with single drifting gratings, most MT neurons’ responses are fit equally well by models with either form of separability. However, responses to plaids (sums of two moving gratings) tend to be better described as velocity-separable, especially for pattern neurons. We conclude that direction selectivity in MT is primarily computed by summing V1 afferents, but pattern-invariant velocity tuning for complex stimuli may arise from local, recurrent interactions.
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spelling pubmed-68684772019-11-21 Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons Zaharia, Andrew D. Goris, Robbe L. T. Movshon, J. Anthony Simoncelli, Eero P. eNeuro New Research Motion selectivity in primary visual cortex (V1) is approximately separable in orientation, spatial frequency, and temporal frequency (“frequency-separable”). Models for area MT neurons posit that their selectivity arises by combining direction-selective V1 afferents whose tuning is organized around a tilted plane in the frequency domain, specifying a particular direction and speed (“velocity-separable”). This construction explains “pattern direction-selective” MT neurons, which are velocity-selective but relatively invariant to spatial structure, including spatial frequency, texture and shape. We designed a set of experiments to distinguish frequency-separable and velocity-separable models and executed them with single-unit recordings in macaque V1 and MT. Surprisingly, when tested with single drifting gratings, most MT neurons’ responses are fit equally well by models with either form of separability. However, responses to plaids (sums of two moving gratings) tend to be better described as velocity-separable, especially for pattern neurons. We conclude that direction selectivity in MT is primarily computed by summing V1 afferents, but pattern-invariant velocity tuning for complex stimuli may arise from local, recurrent interactions. Society for Neuroscience 2019-11-13 /pmc/articles/PMC6868477/ /pubmed/31604815 http://dx.doi.org/10.1523/ENEURO.0258-19.2019 Text en Copyright © 2019 Zaharia et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle New Research
Zaharia, Andrew D.
Goris, Robbe L. T.
Movshon, J. Anthony
Simoncelli, Eero P.
Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title_full Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title_fullStr Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title_full_unstemmed Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title_short Compound Stimuli Reveal the Structure of Visual Motion Selectivity in Macaque MT Neurons
title_sort compound stimuli reveal the structure of visual motion selectivity in macaque mt neurons
topic New Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868477/
https://www.ncbi.nlm.nih.gov/pubmed/31604815
http://dx.doi.org/10.1523/ENEURO.0258-19.2019
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