Precise spatiotemporal patterns among visual cortical areas and their relation to visual stimulus processing
Visual processing shows a highly distributed organization in which the presentation of a visual stimulus simultaneously activates neurons in multiple columns across several cortical areas. It has been suggested that precise spatiotemporal activity patterns within and across cortical areas play a key...
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Veröffentlicht in: | The Journal of neuroscience 2010-08, Vol.30 (33), p.11232-11245 |
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description | Visual processing shows a highly distributed organization in which the presentation of a visual stimulus simultaneously activates neurons in multiple columns across several cortical areas. It has been suggested that precise spatiotemporal activity patterns within and across cortical areas play a key role in higher cognitive, motor, and visual functions. In the visual system, these patterns have been proposed to take part in binding stimulus features into a coherent object, i.e., to be involved in perceptual grouping. Using voltage-sensitive dye imaging (VSDI) in behaving monkeys (Macaca fascicularis, males), we simultaneously measured neural population activity in the primary visual cortex (V1) and extrastriate cortex (V2, V4) at high spatial and temporal resolution. We detected time point population events (PEs) in the VSDI signal of each pixel and found that they reflect transient increased neural activation within local populations by establishing their relation to spiking and local field potential activity. Then, we searched for repeating space and time relations between the detected PEs. We demonstrate the following: (1) spatiotemporal patterns occurring within (horizontal) and across (vertical) early visual areas repeat significantly above chance level; (2) information carried in only a few patterns can be used to reliably discriminate between stimulus categories on a single-trial level; (3) the spatiotemporal patterns yielding high classification performance are characterized by late temporal occurrence and top-down propagation, which are consistent with cortical mechanisms involving perceptual grouping. The pattern characteristics and the robust relation between the patterns and the stimulus categories suggest that spatiotemporal activity patterns play an important role in cortical mechanisms of higher visual processing. |
doi_str_mv | 10.1523/JNEUROSCI.5177-09.2010 |
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It has been suggested that precise spatiotemporal activity patterns within and across cortical areas play a key role in higher cognitive, motor, and visual functions. In the visual system, these patterns have been proposed to take part in binding stimulus features into a coherent object, i.e., to be involved in perceptual grouping. Using voltage-sensitive dye imaging (VSDI) in behaving monkeys (Macaca fascicularis, males), we simultaneously measured neural population activity in the primary visual cortex (V1) and extrastriate cortex (V2, V4) at high spatial and temporal resolution. We detected time point population events (PEs) in the VSDI signal of each pixel and found that they reflect transient increased neural activation within local populations by establishing their relation to spiking and local field potential activity. Then, we searched for repeating space and time relations between the detected PEs. We demonstrate the following: (1) spatiotemporal patterns occurring within (horizontal) and across (vertical) early visual areas repeat significantly above chance level; (2) information carried in only a few patterns can be used to reliably discriminate between stimulus categories on a single-trial level; (3) the spatiotemporal patterns yielding high classification performance are characterized by late temporal occurrence and top-down propagation, which are consistent with cortical mechanisms involving perceptual grouping. The pattern characteristics and the robust relation between the patterns and the stimulus categories suggest that spatiotemporal activity patterns play an important role in cortical mechanisms of higher visual processing.</description><identifier>ISSN: 0270-6474</identifier><identifier>EISSN: 1529-2401</identifier><identifier>DOI: 10.1523/JNEUROSCI.5177-09.2010</identifier><identifier>PMID: 20720131</identifier><language>eng</language><publisher>United States: Society for Neuroscience</publisher><subject>Action Potentials ; Animals ; Evoked Potentials, Visual ; Eye Movement Measurements ; Macaca fascicularis ; Male ; Microelectrodes ; Photic Stimulation ; Signal Processing, Computer-Assisted ; Time Factors ; Visual Cortex - physiology ; Visual Perception - physiology ; Voltage-Sensitive Dye Imaging</subject><ispartof>The Journal of neuroscience, 2010-08, Vol.30 (33), p.11232-11245</ispartof><rights>Copyright © 2010 the authors 0270-6474/10/3011232-14$15.00/0 2010</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c498t-b616a7d584589f79fc3f3d0d71f286ccb3d9c3fd1054c6b854878e8e66b45dc43</citedby><cites>FETCH-LOGICAL-c498t-b616a7d584589f79fc3f3d0d71f286ccb3d9c3fd1054c6b854878e8e66b45dc43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6633472/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6633472/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20720131$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ayzenshtat, Inbal</creatorcontrib><creatorcontrib>Meirovithz, Elhanan</creatorcontrib><creatorcontrib>Edelman, Hadar</creatorcontrib><creatorcontrib>Werner-Reiss, Uri</creatorcontrib><creatorcontrib>Bienenstock, Elie</creatorcontrib><creatorcontrib>Abeles, Moshe</creatorcontrib><creatorcontrib>Slovin, Hamutal</creatorcontrib><title>Precise spatiotemporal patterns among visual cortical areas and their relation to visual stimulus processing</title><title>The Journal of neuroscience</title><addtitle>J Neurosci</addtitle><description>Visual processing shows a highly distributed organization in which the presentation of a visual stimulus simultaneously activates neurons in multiple columns across several cortical areas. It has been suggested that precise spatiotemporal activity patterns within and across cortical areas play a key role in higher cognitive, motor, and visual functions. In the visual system, these patterns have been proposed to take part in binding stimulus features into a coherent object, i.e., to be involved in perceptual grouping. Using voltage-sensitive dye imaging (VSDI) in behaving monkeys (Macaca fascicularis, males), we simultaneously measured neural population activity in the primary visual cortex (V1) and extrastriate cortex (V2, V4) at high spatial and temporal resolution. We detected time point population events (PEs) in the VSDI signal of each pixel and found that they reflect transient increased neural activation within local populations by establishing their relation to spiking and local field potential activity. Then, we searched for repeating space and time relations between the detected PEs. We demonstrate the following: (1) spatiotemporal patterns occurring within (horizontal) and across (vertical) early visual areas repeat significantly above chance level; (2) information carried in only a few patterns can be used to reliably discriminate between stimulus categories on a single-trial level; (3) the spatiotemporal patterns yielding high classification performance are characterized by late temporal occurrence and top-down propagation, which are consistent with cortical mechanisms involving perceptual grouping. The pattern characteristics and the robust relation between the patterns and the stimulus categories suggest that spatiotemporal activity patterns play an important role in cortical mechanisms of higher visual processing.</description><subject>Action Potentials</subject><subject>Animals</subject><subject>Evoked Potentials, Visual</subject><subject>Eye Movement Measurements</subject><subject>Macaca fascicularis</subject><subject>Male</subject><subject>Microelectrodes</subject><subject>Photic Stimulation</subject><subject>Signal Processing, Computer-Assisted</subject><subject>Time Factors</subject><subject>Visual Cortex - physiology</subject><subject>Visual Perception - physiology</subject><subject>Voltage-Sensitive Dye Imaging</subject><issn>0270-6474</issn><issn>1529-2401</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkctu1DAUhi0EotPCK1TZscr0OHZ82SChUQtFFUVA15bjnEyNkjjYTiXeHo_ajmDFyvb5L_LRR8g5hS1tG3bx-cvl3bfb77vrbUulrEFvG6DwgmyKquuGA31JNtBIqAWX_IScpvQTACRQ-ZqcNCCLndENGb9GdD5hlRabfcg4LSHasSqvjHFOlZ3CvK8efFrL1IWYvSsXG9EWbe6rfI8-VhHHQ3yucnj2puyndVxTtcTgMCU_79-QV4MdE759Os_I3dXlj92n-ub24_Xuw03tuFa57gQVVvat4q3Sg9SDYwProZd0aJRwrmO9LqOeQsud6FTLlVSoUIiOt73j7Iy8f-xd1m7C3uGcy05miX6y8bcJ1pt_ldnfm314MEIwxmVTCt49FcTwa8WUzeSTw3G0M4Y1GSWAKSqp_q9TcqWFaIUqTvHodDGkFHE4_oeCOTA1R6bmwNSANgemJXj-9zbH2DNE9gfcUqIh</recordid><startdate>20100818</startdate><enddate>20100818</enddate><creator>Ayzenshtat, Inbal</creator><creator>Meirovithz, Elhanan</creator><creator>Edelman, Hadar</creator><creator>Werner-Reiss, Uri</creator><creator>Bienenstock, Elie</creator><creator>Abeles, Moshe</creator><creator>Slovin, Hamutal</creator><general>Society for Neuroscience</general><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>7X8</scope><scope>7TK</scope><scope>5PM</scope></search><sort><creationdate>20100818</creationdate><title>Precise spatiotemporal patterns among visual cortical areas and their relation to visual stimulus processing</title><author>Ayzenshtat, Inbal ; Meirovithz, Elhanan ; Edelman, Hadar ; Werner-Reiss, Uri ; Bienenstock, Elie ; Abeles, Moshe ; Slovin, Hamutal</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c498t-b616a7d584589f79fc3f3d0d71f286ccb3d9c3fd1054c6b854878e8e66b45dc43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Action Potentials</topic><topic>Animals</topic><topic>Evoked Potentials, Visual</topic><topic>Eye Movement Measurements</topic><topic>Macaca fascicularis</topic><topic>Male</topic><topic>Microelectrodes</topic><topic>Photic Stimulation</topic><topic>Signal Processing, Computer-Assisted</topic><topic>Time Factors</topic><topic>Visual Cortex - physiology</topic><topic>Visual Perception - physiology</topic><topic>Voltage-Sensitive Dye Imaging</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ayzenshtat, Inbal</creatorcontrib><creatorcontrib>Meirovithz, Elhanan</creatorcontrib><creatorcontrib>Edelman, Hadar</creatorcontrib><creatorcontrib>Werner-Reiss, Uri</creatorcontrib><creatorcontrib>Bienenstock, Elie</creatorcontrib><creatorcontrib>Abeles, Moshe</creatorcontrib><creatorcontrib>Slovin, Hamutal</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Neurosciences Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The Journal of neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ayzenshtat, Inbal</au><au>Meirovithz, Elhanan</au><au>Edelman, Hadar</au><au>Werner-Reiss, Uri</au><au>Bienenstock, Elie</au><au>Abeles, Moshe</au><au>Slovin, Hamutal</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Precise spatiotemporal patterns among visual cortical areas and their relation to visual stimulus processing</atitle><jtitle>The Journal of neuroscience</jtitle><addtitle>J Neurosci</addtitle><date>2010-08-18</date><risdate>2010</risdate><volume>30</volume><issue>33</issue><spage>11232</spage><epage>11245</epage><pages>11232-11245</pages><issn>0270-6474</issn><eissn>1529-2401</eissn><abstract>Visual processing shows a highly distributed organization in which the presentation of a visual stimulus simultaneously activates neurons in multiple columns across several cortical areas. 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subjects | Action Potentials Animals Evoked Potentials, Visual Eye Movement Measurements Macaca fascicularis Male Microelectrodes Photic Stimulation Signal Processing, Computer-Assisted Time Factors Visual Cortex - physiology Visual Perception - physiology Voltage-Sensitive Dye Imaging |
title | Precise spatiotemporal patterns among visual cortical areas and their relation to visual stimulus processing |
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