Loading…

Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex

We investigated the hypothesis that neurons encode rich naturalistic stimuli in terms of their spike times relative to the phase of ongoing network fluctuations rather than only in terms of their spike count. We recorded local field potentials (LFPs) and multiunit spikes from the primary visual cort...

Full description

Saved in:
Bibliographic Details
Published in:Current biology 2008-03, Vol.18 (5), p.375-380
Main Authors: Montemurro, Marcelo A., Rasch, Malte J., Murayama, Yusuke, Logothetis, Nikos K., Panzeri, Stefano
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3
cites cdi_FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3
container_end_page 380
container_issue 5
container_start_page 375
container_title Current biology
container_volume 18
creator Montemurro, Marcelo A.
Rasch, Malte J.
Murayama, Yusuke
Logothetis, Nikos K.
Panzeri, Stefano
description We investigated the hypothesis that neurons encode rich naturalistic stimuli in terms of their spike times relative to the phase of ongoing network fluctuations rather than only in terms of their spike count. We recorded local field potentials (LFPs) and multiunit spikes from the primary visual cortex of anaesthetized macaques while binocularly presenting a color movie. We found that both the spike counts and the low-frequency LFP phase were reliably modulated by the movie and thus conveyed information about it. Moreover, movie periods eliciting higher firing rates also elicited a higher reliability of LFP phase across trials. To establish whether the LFP phase at which spikes were emitted conveyed visual information that could not be extracted by spike rates alone, we compared the Shannon information about the movie carried by spike counts to that carried by the phase of firing. We found that at low LFP frequencies, the phase of firing conveyed 54% additional information beyond that conveyed by spike counts. The extra information available in the phase of firing was crucial for the disambiguation between stimuli eliciting high spike rates of similar magnitude. Thus, phase coding may allow primary cortical neurons to represent several effective stimuli in an easily decodable format.
doi_str_mv 10.1016/j.cub.2008.02.023
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_70386133</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0960982208001681</els_id><sourcerecordid>70386133</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3</originalsourceid><addsrcrecordid>eNqFkE1LxDAQhoMo7vrxA7xIT95aJ2mTpniSxdWFRRf8uIY0nWqWdrsmrei_t6Ur3hQG3sM888I8hJxRiChQcbmOTJdHDEBGwPqJ98iUyjQLIUn4PplCJiDMJGMTcuT9GoAymYlDMqEyZjIFNiWL1Zv2GDZlOLfObl6DWVMM0ZTBvW47p6vgxfquj8fW1l1lA7sJVs7W2n39bGaNa_HzhByUuvJ4ustj8jy_eZrdhcuH28XsehmaBEQcysIwjkUiJSTAEs7zkgLXealTweMUU8MxK7HgLC2YBsMFF1RrFJhwqTMdH5OLsXfrmvcOfatq6w1Wld5g03mVQiwFjeN_QQY8zYRMepCOoHGN9w5LtR0fVBTUIFqtVS9aDaIVsH6G8vNdeZfXWPxe7Mz2wNUIYO_iw6JT3ljcGCysQ9OqorF_1H8DVwuM2Q</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>20579684</pqid></control><display><type>article</type><title>Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex</title><source>BACON - Elsevier - GLOBAL_SCIENCEDIRECT-OPENACCESS</source><creator>Montemurro, Marcelo A. ; Rasch, Malte J. ; Murayama, Yusuke ; Logothetis, Nikos K. ; Panzeri, Stefano</creator><creatorcontrib>Montemurro, Marcelo A. ; Rasch, Malte J. ; Murayama, Yusuke ; Logothetis, Nikos K. ; Panzeri, Stefano</creatorcontrib><description>We investigated the hypothesis that neurons encode rich naturalistic stimuli in terms of their spike times relative to the phase of ongoing network fluctuations rather than only in terms of their spike count. We recorded local field potentials (LFPs) and multiunit spikes from the primary visual cortex of anaesthetized macaques while binocularly presenting a color movie. We found that both the spike counts and the low-frequency LFP phase were reliably modulated by the movie and thus conveyed information about it. Moreover, movie periods eliciting higher firing rates also elicited a higher reliability of LFP phase across trials. To establish whether the LFP phase at which spikes were emitted conveyed visual information that could not be extracted by spike rates alone, we compared the Shannon information about the movie carried by spike counts to that carried by the phase of firing. We found that at low LFP frequencies, the phase of firing conveyed 54% additional information beyond that conveyed by spike counts. The extra information available in the phase of firing was crucial for the disambiguation between stimuli eliciting high spike rates of similar magnitude. Thus, phase coding may allow primary cortical neurons to represent several effective stimuli in an easily decodable format.</description><identifier>ISSN: 0960-9822</identifier><identifier>EISSN: 1879-0445</identifier><identifier>DOI: 10.1016/j.cub.2008.02.023</identifier><identifier>PMID: 18328702</identifier><language>eng</language><publisher>England: Elsevier Inc</publisher><subject>Action Potentials - physiology ; Animals ; Macaca ; Macaca - physiology ; Motion Pictures ; Photic Stimulation ; SYSNEURO ; Time Factors ; Visual Cortex - physiology ; Visual Perception - physiology</subject><ispartof>Current biology, 2008-03, Vol.18 (5), p.375-380</ispartof><rights>2008 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3</citedby><cites>FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18328702$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Montemurro, Marcelo A.</creatorcontrib><creatorcontrib>Rasch, Malte J.</creatorcontrib><creatorcontrib>Murayama, Yusuke</creatorcontrib><creatorcontrib>Logothetis, Nikos K.</creatorcontrib><creatorcontrib>Panzeri, Stefano</creatorcontrib><title>Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex</title><title>Current biology</title><addtitle>Curr Biol</addtitle><description>We investigated the hypothesis that neurons encode rich naturalistic stimuli in terms of their spike times relative to the phase of ongoing network fluctuations rather than only in terms of their spike count. We recorded local field potentials (LFPs) and multiunit spikes from the primary visual cortex of anaesthetized macaques while binocularly presenting a color movie. We found that both the spike counts and the low-frequency LFP phase were reliably modulated by the movie and thus conveyed information about it. Moreover, movie periods eliciting higher firing rates also elicited a higher reliability of LFP phase across trials. To establish whether the LFP phase at which spikes were emitted conveyed visual information that could not be extracted by spike rates alone, we compared the Shannon information about the movie carried by spike counts to that carried by the phase of firing. We found that at low LFP frequencies, the phase of firing conveyed 54% additional information beyond that conveyed by spike counts. The extra information available in the phase of firing was crucial for the disambiguation between stimuli eliciting high spike rates of similar magnitude. Thus, phase coding may allow primary cortical neurons to represent several effective stimuli in an easily decodable format.</description><subject>Action Potentials - physiology</subject><subject>Animals</subject><subject>Macaca</subject><subject>Macaca - physiology</subject><subject>Motion Pictures</subject><subject>Photic Stimulation</subject><subject>SYSNEURO</subject><subject>Time Factors</subject><subject>Visual Cortex - physiology</subject><subject>Visual Perception - physiology</subject><issn>0960-9822</issn><issn>1879-0445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><recordid>eNqFkE1LxDAQhoMo7vrxA7xIT95aJ2mTpniSxdWFRRf8uIY0nWqWdrsmrei_t6Ur3hQG3sM888I8hJxRiChQcbmOTJdHDEBGwPqJ98iUyjQLIUn4PplCJiDMJGMTcuT9GoAymYlDMqEyZjIFNiWL1Zv2GDZlOLfObl6DWVMM0ZTBvW47p6vgxfquj8fW1l1lA7sJVs7W2n39bGaNa_HzhByUuvJ4ustj8jy_eZrdhcuH28XsehmaBEQcysIwjkUiJSTAEs7zkgLXealTweMUU8MxK7HgLC2YBsMFF1RrFJhwqTMdH5OLsXfrmvcOfatq6w1Wld5g03mVQiwFjeN_QQY8zYRMepCOoHGN9w5LtR0fVBTUIFqtVS9aDaIVsH6G8vNdeZfXWPxe7Mz2wNUIYO_iw6JT3ljcGCysQ9OqorF_1H8DVwuM2Q</recordid><startdate>20080311</startdate><enddate>20080311</enddate><creator>Montemurro, Marcelo A.</creator><creator>Rasch, Malte J.</creator><creator>Murayama, Yusuke</creator><creator>Logothetis, Nikos K.</creator><creator>Panzeri, Stefano</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>7X8</scope></search><sort><creationdate>20080311</creationdate><title>Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex</title><author>Montemurro, Marcelo A. ; Rasch, Malte J. ; Murayama, Yusuke ; Logothetis, Nikos K. ; Panzeri, Stefano</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Action Potentials - physiology</topic><topic>Animals</topic><topic>Macaca</topic><topic>Macaca - physiology</topic><topic>Motion Pictures</topic><topic>Photic Stimulation</topic><topic>SYSNEURO</topic><topic>Time Factors</topic><topic>Visual Cortex - physiology</topic><topic>Visual Perception - physiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Montemurro, Marcelo A.</creatorcontrib><creatorcontrib>Rasch, Malte J.</creatorcontrib><creatorcontrib>Murayama, Yusuke</creatorcontrib><creatorcontrib>Logothetis, Nikos K.</creatorcontrib><creatorcontrib>Panzeri, Stefano</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Current biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Montemurro, Marcelo A.</au><au>Rasch, Malte J.</au><au>Murayama, Yusuke</au><au>Logothetis, Nikos K.</au><au>Panzeri, Stefano</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex</atitle><jtitle>Current biology</jtitle><addtitle>Curr Biol</addtitle><date>2008-03-11</date><risdate>2008</risdate><volume>18</volume><issue>5</issue><spage>375</spage><epage>380</epage><pages>375-380</pages><issn>0960-9822</issn><eissn>1879-0445</eissn><abstract>We investigated the hypothesis that neurons encode rich naturalistic stimuli in terms of their spike times relative to the phase of ongoing network fluctuations rather than only in terms of their spike count. We recorded local field potentials (LFPs) and multiunit spikes from the primary visual cortex of anaesthetized macaques while binocularly presenting a color movie. We found that both the spike counts and the low-frequency LFP phase were reliably modulated by the movie and thus conveyed information about it. Moreover, movie periods eliciting higher firing rates also elicited a higher reliability of LFP phase across trials. To establish whether the LFP phase at which spikes were emitted conveyed visual information that could not be extracted by spike rates alone, we compared the Shannon information about the movie carried by spike counts to that carried by the phase of firing. We found that at low LFP frequencies, the phase of firing conveyed 54% additional information beyond that conveyed by spike counts. The extra information available in the phase of firing was crucial for the disambiguation between stimuli eliciting high spike rates of similar magnitude. Thus, phase coding may allow primary cortical neurons to represent several effective stimuli in an easily decodable format.</abstract><cop>England</cop><pub>Elsevier Inc</pub><pmid>18328702</pmid><doi>10.1016/j.cub.2008.02.023</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0960-9822
ispartof Current biology, 2008-03, Vol.18 (5), p.375-380
issn 0960-9822
1879-0445
language eng
recordid cdi_proquest_miscellaneous_70386133
source BACON - Elsevier - GLOBAL_SCIENCEDIRECT-OPENACCESS
subjects Action Potentials - physiology
Animals
Macaca
Macaca - physiology
Motion Pictures
Photic Stimulation
SYSNEURO
Time Factors
Visual Cortex - physiology
Visual Perception - physiology
title Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T12%3A38%3A09IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Phase-of-Firing%20Coding%20of%20Natural%20Visual%20Stimuli%20in%20Primary%20Visual%20Cortex&rft.jtitle=Current%20biology&rft.au=Montemurro,%20Marcelo%20A.&rft.date=2008-03-11&rft.volume=18&rft.issue=5&rft.spage=375&rft.epage=380&rft.pages=375-380&rft.issn=0960-9822&rft.eissn=1879-0445&rft_id=info:doi/10.1016/j.cub.2008.02.023&rft_dat=%3Cproquest_cross%3E70386133%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c4063-8dc25ed4880402455bf105abfa76537e7c5e9fed527d2a0c56561aae6e458a9a3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=20579684&rft_id=info:pmid/18328702&rfr_iscdi=true