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A survey of neurophysiological differentiation across mouse visual brain areas and timescales

Neurophysiological differentiation (ND), a measure of the number of distinct activity states that a neural population visits over a time interval, has been used as a correlate of meaningfulness or subjective perception of visual stimuli. ND has largely been studied in non-invasive human whole-brain...

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Autores principales: Gandhi, Saurabh R., Mayner, William G. P., Marshall, William, Billeh, Yazan N., Bennett, Corbett, Gale, Samuel D., Mochizuki, Chris, Siegle, Joshua H., Olsen, Shawn, Tononi, Giulio, Koch, Christof, Arkhipov, Anton
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040573/
https://www.ncbi.nlm.nih.gov/pubmed/36994445
http://dx.doi.org/10.3389/fncom.2023.1040629
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author Gandhi, Saurabh R.
Mayner, William G. P.
Marshall, William
Billeh, Yazan N.
Bennett, Corbett
Gale, Samuel D.
Mochizuki, Chris
Siegle, Joshua H.
Olsen, Shawn
Tononi, Giulio
Koch, Christof
Arkhipov, Anton
author_facet Gandhi, Saurabh R.
Mayner, William G. P.
Marshall, William
Billeh, Yazan N.
Bennett, Corbett
Gale, Samuel D.
Mochizuki, Chris
Siegle, Joshua H.
Olsen, Shawn
Tononi, Giulio
Koch, Christof
Arkhipov, Anton
author_sort Gandhi, Saurabh R.
collection PubMed
description Neurophysiological differentiation (ND), a measure of the number of distinct activity states that a neural population visits over a time interval, has been used as a correlate of meaningfulness or subjective perception of visual stimuli. ND has largely been studied in non-invasive human whole-brain recordings where spatial resolution is limited. However, it is likely that perception is supported by discrete neuronal populations rather than the whole brain. Therefore, here we use Neuropixels recordings from the mouse brain to characterize the ND metric across a wide range of temporal scales, within neural populations recorded at single-cell resolution in localized regions. Using the spiking activity of thousands of simultaneously recorded neurons spanning 6 visual cortical areas and the visual thalamus, we show that the ND of stimulus-evoked activity of the entire visual cortex is higher for naturalistic stimuli relative to artificial ones. This finding holds in most individual areas throughout the visual hierarchy. Moreover, for animals performing an image change detection task, ND of the entire visual cortex (though not individual areas) is higher for successful detection compared to failed trials, consistent with the assumed perception of the stimulus. Together, these results suggest that ND computed on cellular-level neural recordings is a useful tool highlighting cell populations that may be involved in subjective perception.
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spelling pubmed-100405732023-03-28 A survey of neurophysiological differentiation across mouse visual brain areas and timescales Gandhi, Saurabh R. Mayner, William G. P. Marshall, William Billeh, Yazan N. Bennett, Corbett Gale, Samuel D. Mochizuki, Chris Siegle, Joshua H. Olsen, Shawn Tononi, Giulio Koch, Christof Arkhipov, Anton Front Comput Neurosci Neuroscience Neurophysiological differentiation (ND), a measure of the number of distinct activity states that a neural population visits over a time interval, has been used as a correlate of meaningfulness or subjective perception of visual stimuli. ND has largely been studied in non-invasive human whole-brain recordings where spatial resolution is limited. However, it is likely that perception is supported by discrete neuronal populations rather than the whole brain. Therefore, here we use Neuropixels recordings from the mouse brain to characterize the ND metric across a wide range of temporal scales, within neural populations recorded at single-cell resolution in localized regions. Using the spiking activity of thousands of simultaneously recorded neurons spanning 6 visual cortical areas and the visual thalamus, we show that the ND of stimulus-evoked activity of the entire visual cortex is higher for naturalistic stimuli relative to artificial ones. This finding holds in most individual areas throughout the visual hierarchy. Moreover, for animals performing an image change detection task, ND of the entire visual cortex (though not individual areas) is higher for successful detection compared to failed trials, consistent with the assumed perception of the stimulus. Together, these results suggest that ND computed on cellular-level neural recordings is a useful tool highlighting cell populations that may be involved in subjective perception. Frontiers Media S.A. 2023-03-13 /pmc/articles/PMC10040573/ /pubmed/36994445 http://dx.doi.org/10.3389/fncom.2023.1040629 Text en Copyright © 2023 Gandhi, Mayner, Marshall, Billeh, Bennett, Gale, Mochizuki, Siegle, Olsen, Tononi, Koch and Arkhipov. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Gandhi, Saurabh R.
Mayner, William G. P.
Marshall, William
Billeh, Yazan N.
Bennett, Corbett
Gale, Samuel D.
Mochizuki, Chris
Siegle, Joshua H.
Olsen, Shawn
Tononi, Giulio
Koch, Christof
Arkhipov, Anton
A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title_full A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title_fullStr A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title_full_unstemmed A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title_short A survey of neurophysiological differentiation across mouse visual brain areas and timescales
title_sort survey of neurophysiological differentiation across mouse visual brain areas and timescales
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040573/
https://www.ncbi.nlm.nih.gov/pubmed/36994445
http://dx.doi.org/10.3389/fncom.2023.1040629
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