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Fast Coding of Orientation in Primary Visual Cortex

Understanding how populations of neurons encode sensory information is a major goal of systems neuroscience. Attempts to answer this question have focused on responses measured over several hundred milliseconds, a duration much longer than that frequently used by animals to make decisions about the...

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Detalles Bibliográficos
Autores principales: Shriki, Oren, Kohn, Adam, Shamir, Maoz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3375217/
https://www.ncbi.nlm.nih.gov/pubmed/22719237
http://dx.doi.org/10.1371/journal.pcbi.1002536
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author Shriki, Oren
Kohn, Adam
Shamir, Maoz
author_facet Shriki, Oren
Kohn, Adam
Shamir, Maoz
author_sort Shriki, Oren
collection PubMed
description Understanding how populations of neurons encode sensory information is a major goal of systems neuroscience. Attempts to answer this question have focused on responses measured over several hundred milliseconds, a duration much longer than that frequently used by animals to make decisions about the environment. How reliably sensory information is encoded on briefer time scales, and how best to extract this information, is unknown. Although it has been proposed that neuronal response latency provides a major cue for fast decisions in the visual system, this hypothesis has not been tested systematically and in a quantitative manner. Here we use a simple ‘race to threshold’ readout mechanism to quantify the information content of spike time latency of primary visual (V1) cortical cells to stimulus orientation. We find that many V1 cells show pronounced tuning of their spike latency to stimulus orientation and that almost as much information can be extracted from spike latencies as from firing rates measured over much longer durations. To extract this information, stimulus onset must be estimated accurately. We show that the responses of cells with weak tuning of spike latency can provide a reliable onset detector. We find that spike latency information can be pooled from a large neuronal population, provided that the decision threshold is scaled linearly with the population size, yielding a processing time of the order of a few tens of milliseconds. Our results provide a novel mechanism for extracting information from neuronal populations over the very brief time scales in which behavioral judgments must sometimes be made.
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spelling pubmed-33752172012-06-20 Fast Coding of Orientation in Primary Visual Cortex Shriki, Oren Kohn, Adam Shamir, Maoz PLoS Comput Biol Research Article Understanding how populations of neurons encode sensory information is a major goal of systems neuroscience. Attempts to answer this question have focused on responses measured over several hundred milliseconds, a duration much longer than that frequently used by animals to make decisions about the environment. How reliably sensory information is encoded on briefer time scales, and how best to extract this information, is unknown. Although it has been proposed that neuronal response latency provides a major cue for fast decisions in the visual system, this hypothesis has not been tested systematically and in a quantitative manner. Here we use a simple ‘race to threshold’ readout mechanism to quantify the information content of spike time latency of primary visual (V1) cortical cells to stimulus orientation. We find that many V1 cells show pronounced tuning of their spike latency to stimulus orientation and that almost as much information can be extracted from spike latencies as from firing rates measured over much longer durations. To extract this information, stimulus onset must be estimated accurately. We show that the responses of cells with weak tuning of spike latency can provide a reliable onset detector. We find that spike latency information can be pooled from a large neuronal population, provided that the decision threshold is scaled linearly with the population size, yielding a processing time of the order of a few tens of milliseconds. Our results provide a novel mechanism for extracting information from neuronal populations over the very brief time scales in which behavioral judgments must sometimes be made. Public Library of Science 2012-06-14 /pmc/articles/PMC3375217/ /pubmed/22719237 http://dx.doi.org/10.1371/journal.pcbi.1002536 Text en This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Shriki, Oren
Kohn, Adam
Shamir, Maoz
Fast Coding of Orientation in Primary Visual Cortex
title Fast Coding of Orientation in Primary Visual Cortex
title_full Fast Coding of Orientation in Primary Visual Cortex
title_fullStr Fast Coding of Orientation in Primary Visual Cortex
title_full_unstemmed Fast Coding of Orientation in Primary Visual Cortex
title_short Fast Coding of Orientation in Primary Visual Cortex
title_sort fast coding of orientation in primary visual cortex
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3375217/
https://www.ncbi.nlm.nih.gov/pubmed/22719237
http://dx.doi.org/10.1371/journal.pcbi.1002536
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