Correlations enhance the behavioral readout of neural population activity in association cortex

Noise correlations (that is, trial-to-trial covariations in neural activity for a given stimulus) limit the stimulus information encoded by neural populations, leading to the widely held prediction that they impair perceptual discrimination behaviors. However, this prediction neglects the effects of...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Nature neuroscience 2021-07, Vol.24 (7), p.975-986
Hauptverfasser: Valente, Martina, Pica, Giuseppe, Bondanelli, Giulio, Moroni, Monica, Runyan, Caroline A., Morcos, Ari S., Harvey, Christopher D., Panzeri, Stefano
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 986
container_issue 7
container_start_page 975
container_title Nature neuroscience
container_volume 24
creator Valente, Martina
Pica, Giuseppe
Bondanelli, Giulio
Moroni, Monica
Runyan, Caroline A.
Morcos, Ari S.
Harvey, Christopher D.
Panzeri, Stefano
description Noise correlations (that is, trial-to-trial covariations in neural activity for a given stimulus) limit the stimulus information encoded by neural populations, leading to the widely held prediction that they impair perceptual discrimination behaviors. However, this prediction neglects the effects of correlations on information readout. We studied how correlations affect both encoding and readout of sensory information. We analyzed calcium imaging data from mouse posterior parietal cortex during two perceptual discrimination tasks. Correlations reduced the encoded stimulus information, but, seemingly paradoxically, were higher when mice made correct rather than incorrect choices. Single-trial behavioral choices depended not only on the stimulus information encoded by the whole population, but unexpectedly also on the consistency of information across neurons and time. Because correlations increased information consistency, they enhanced the conversion of sensory information into behavioral choices, overcoming their detrimental information-limiting effects. Thus, correlations in association cortex can benefit task performance even if they decrease sensory information. Correlations in neural activity in association cortex can benefit behavioral performance in perceptual tasks, even when decreasing sensory information, by facilitating the propagation and the readout of information carried by population activity.
doi_str_mv 10.1038/s41593-021-00845-1
format Article
fullrecord <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8559600</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A667092978</galeid><sourcerecordid>A667092978</sourcerecordid><originalsourceid>FETCH-LOGICAL-c575t-b9470e9013cfac55e9bf24857bd34bf0d25e8f6553867c94d77e79c6e25575003</originalsourceid><addsrcrecordid>eNp9kktr3DAUhU1paB7tH-iiGLppFk71sF6bQhiSNhAI9LEWsnw9o-CRppI8JP--mjhNOqUULSTu_c6RdDlV9RajM4yo_JhazBRtEMENQrJlDX5RHWHW8gYLwl-WM1Ki4YTxw-o4pVuEkGBSvaoOKVWSs1YdVXoRYoTRZBd8qsGvjLdQ5xXUHazM1oVoxjqC6cOU6zDUHqZdZRM20yyqjc1u6_J97co5pWDdXLchZrh7XR0MZkzw5nE_qX5cXnxffGmubz5fLc6vG8sEy02nWoFAIUztYCxjoLqBtJKJrqdtN6CeMJADZ4xKLqxqeyFAKMuBsKJHiJ5Un2bfzdStobfgc3mn3kS3NvFeB-P0fse7lV6GrZaMKf5g8OHRIIafE6Ss1y5ZGEfjIUxJE0YklgQRVdD3f6G3YYq-fK9QrcBcIsmfqaUZQTs_hHKv3Znqc84FUkQJWaizf1Bl9bB2NngYXKnvCU73BIUpY85LM6Wkr7593WfJzNoYUoowPM0DI72LkJ4jpEuE9EOENC6id39O8knyOzMFoDOQSssvIT5__z-2vwAVUdEO</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2547168086</pqid></control><display><type>article</type><title>Correlations enhance the behavioral readout of neural population activity in association cortex</title><source>MEDLINE</source><source>Nature</source><source>SpringerLink Journals - AutoHoldings</source><creator>Valente, Martina ; Pica, Giuseppe ; Bondanelli, Giulio ; Moroni, Monica ; Runyan, Caroline A. ; Morcos, Ari S. ; Harvey, Christopher D. ; Panzeri, Stefano</creator><creatorcontrib>Valente, Martina ; Pica, Giuseppe ; Bondanelli, Giulio ; Moroni, Monica ; Runyan, Caroline A. ; Morcos, Ari S. ; Harvey, Christopher D. ; Panzeri, Stefano</creatorcontrib><description>Noise correlations (that is, trial-to-trial covariations in neural activity for a given stimulus) limit the stimulus information encoded by neural populations, leading to the widely held prediction that they impair perceptual discrimination behaviors. However, this prediction neglects the effects of correlations on information readout. We studied how correlations affect both encoding and readout of sensory information. We analyzed calcium imaging data from mouse posterior parietal cortex during two perceptual discrimination tasks. Correlations reduced the encoded stimulus information, but, seemingly paradoxically, were higher when mice made correct rather than incorrect choices. Single-trial behavioral choices depended not only on the stimulus information encoded by the whole population, but unexpectedly also on the consistency of information across neurons and time. Because correlations increased information consistency, they enhanced the conversion of sensory information into behavioral choices, overcoming their detrimental information-limiting effects. Thus, correlations in association cortex can benefit task performance even if they decrease sensory information. Correlations in neural activity in association cortex can benefit behavioral performance in perceptual tasks, even when decreasing sensory information, by facilitating the propagation and the readout of information carried by population activity.</description><identifier>ISSN: 1097-6256</identifier><identifier>EISSN: 1546-1726</identifier><identifier>DOI: 10.1038/s41593-021-00845-1</identifier><identifier>PMID: 33986549</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>14 ; 14/35 ; 631/378/116/2394 ; 631/378/3917 ; Animal Genetics and Genomics ; Animals ; Behavioral Sciences ; Biological Techniques ; Biomedical and Life Sciences ; Biomedicine ; Brain research ; Calcium imaging ; Cell populations ; Cerebral cortex ; Choice Behavior - physiology ; Consistency ; Cortex (parietal) ; Human acts ; Human behavior ; Localization ; Mice ; Models, Neurological ; Neurobiology ; Neuroimaging ; Neurons ; Neurons - physiology ; Neurosciences ; Noise ; Parietal Lobe - physiology ; Physiological aspects ; Population ; Psychological aspects ; Sensory discrimination ; Somatosensory cortex</subject><ispartof>Nature neuroscience, 2021-07, Vol.24 (7), p.975-986</ispartof><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021</rights><rights>COPYRIGHT 2021 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c575t-b9470e9013cfac55e9bf24857bd34bf0d25e8f6553867c94d77e79c6e25575003</citedby><cites>FETCH-LOGICAL-c575t-b9470e9013cfac55e9bf24857bd34bf0d25e8f6553867c94d77e79c6e25575003</cites><orcidid>0000-0001-6781-4939 ; 0000-0003-1852-7217 ; 0000-0003-1700-8909 ; 0000-0002-9066-4542 ; 0000-0001-5370-6515 ; 0000-0001-9850-2268</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41593-021-00845-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41593-021-00845-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,780,784,885,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33986549$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Valente, Martina</creatorcontrib><creatorcontrib>Pica, Giuseppe</creatorcontrib><creatorcontrib>Bondanelli, Giulio</creatorcontrib><creatorcontrib>Moroni, Monica</creatorcontrib><creatorcontrib>Runyan, Caroline A.</creatorcontrib><creatorcontrib>Morcos, Ari S.</creatorcontrib><creatorcontrib>Harvey, Christopher D.</creatorcontrib><creatorcontrib>Panzeri, Stefano</creatorcontrib><title>Correlations enhance the behavioral readout of neural population activity in association cortex</title><title>Nature neuroscience</title><addtitle>Nat Neurosci</addtitle><addtitle>Nat Neurosci</addtitle><description>Noise correlations (that is, trial-to-trial covariations in neural activity for a given stimulus) limit the stimulus information encoded by neural populations, leading to the widely held prediction that they impair perceptual discrimination behaviors. However, this prediction neglects the effects of correlations on information readout. We studied how correlations affect both encoding and readout of sensory information. We analyzed calcium imaging data from mouse posterior parietal cortex during two perceptual discrimination tasks. Correlations reduced the encoded stimulus information, but, seemingly paradoxically, were higher when mice made correct rather than incorrect choices. Single-trial behavioral choices depended not only on the stimulus information encoded by the whole population, but unexpectedly also on the consistency of information across neurons and time. Because correlations increased information consistency, they enhanced the conversion of sensory information into behavioral choices, overcoming their detrimental information-limiting effects. Thus, correlations in association cortex can benefit task performance even if they decrease sensory information. Correlations in neural activity in association cortex can benefit behavioral performance in perceptual tasks, even when decreasing sensory information, by facilitating the propagation and the readout of information carried by population activity.</description><subject>14</subject><subject>14/35</subject><subject>631/378/116/2394</subject><subject>631/378/3917</subject><subject>Animal Genetics and Genomics</subject><subject>Animals</subject><subject>Behavioral Sciences</subject><subject>Biological Techniques</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Brain research</subject><subject>Calcium imaging</subject><subject>Cell populations</subject><subject>Cerebral cortex</subject><subject>Choice Behavior - physiology</subject><subject>Consistency</subject><subject>Cortex (parietal)</subject><subject>Human acts</subject><subject>Human behavior</subject><subject>Localization</subject><subject>Mice</subject><subject>Models, Neurological</subject><subject>Neurobiology</subject><subject>Neuroimaging</subject><subject>Neurons</subject><subject>Neurons - physiology</subject><subject>Neurosciences</subject><subject>Noise</subject><subject>Parietal Lobe - physiology</subject><subject>Physiological aspects</subject><subject>Population</subject><subject>Psychological aspects</subject><subject>Sensory discrimination</subject><subject>Somatosensory cortex</subject><issn>1097-6256</issn><issn>1546-1726</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kktr3DAUhU1paB7tH-iiGLppFk71sF6bQhiSNhAI9LEWsnw9o-CRppI8JP--mjhNOqUULSTu_c6RdDlV9RajM4yo_JhazBRtEMENQrJlDX5RHWHW8gYLwl-WM1Ki4YTxw-o4pVuEkGBSvaoOKVWSs1YdVXoRYoTRZBd8qsGvjLdQ5xXUHazM1oVoxjqC6cOU6zDUHqZdZRM20yyqjc1u6_J97co5pWDdXLchZrh7XR0MZkzw5nE_qX5cXnxffGmubz5fLc6vG8sEy02nWoFAIUztYCxjoLqBtJKJrqdtN6CeMJADZ4xKLqxqeyFAKMuBsKJHiJ5Un2bfzdStobfgc3mn3kS3NvFeB-P0fse7lV6GrZaMKf5g8OHRIIafE6Ss1y5ZGEfjIUxJE0YklgQRVdD3f6G3YYq-fK9QrcBcIsmfqaUZQTs_hHKv3Znqc84FUkQJWaizf1Bl9bB2NngYXKnvCU73BIUpY85LM6Wkr7593WfJzNoYUoowPM0DI72LkJ4jpEuE9EOENC6id39O8knyOzMFoDOQSssvIT5__z-2vwAVUdEO</recordid><startdate>20210701</startdate><enddate>20210701</enddate><creator>Valente, Martina</creator><creator>Pica, Giuseppe</creator><creator>Bondanelli, Giulio</creator><creator>Moroni, Monica</creator><creator>Runyan, Caroline A.</creator><creator>Morcos, Ari S.</creator><creator>Harvey, Christopher D.</creator><creator>Panzeri, Stefano</creator><general>Nature Publishing Group US</general><general>Nature Publishing Group</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>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QP</scope><scope>7QR</scope><scope>7TK</scope><scope>7TM</scope><scope>7U7</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-6781-4939</orcidid><orcidid>https://orcid.org/0000-0003-1852-7217</orcidid><orcidid>https://orcid.org/0000-0003-1700-8909</orcidid><orcidid>https://orcid.org/0000-0002-9066-4542</orcidid><orcidid>https://orcid.org/0000-0001-5370-6515</orcidid><orcidid>https://orcid.org/0000-0001-9850-2268</orcidid></search><sort><creationdate>20210701</creationdate><title>Correlations enhance the behavioral readout of neural population activity in association cortex</title><author>Valente, Martina ; Pica, Giuseppe ; Bondanelli, Giulio ; Moroni, Monica ; Runyan, Caroline A. ; Morcos, Ari S. ; Harvey, Christopher D. ; Panzeri, Stefano</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c575t-b9470e9013cfac55e9bf24857bd34bf0d25e8f6553867c94d77e79c6e25575003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>14</topic><topic>14/35</topic><topic>631/378/116/2394</topic><topic>631/378/3917</topic><topic>Animal Genetics and Genomics</topic><topic>Animals</topic><topic>Behavioral Sciences</topic><topic>Biological Techniques</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Brain research</topic><topic>Calcium imaging</topic><topic>Cell populations</topic><topic>Cerebral cortex</topic><topic>Choice Behavior - physiology</topic><topic>Consistency</topic><topic>Cortex (parietal)</topic><topic>Human acts</topic><topic>Human behavior</topic><topic>Localization</topic><topic>Mice</topic><topic>Models, Neurological</topic><topic>Neurobiology</topic><topic>Neuroimaging</topic><topic>Neurons</topic><topic>Neurons - physiology</topic><topic>Neurosciences</topic><topic>Noise</topic><topic>Parietal Lobe - physiology</topic><topic>Physiological aspects</topic><topic>Population</topic><topic>Psychological aspects</topic><topic>Sensory discrimination</topic><topic>Somatosensory cortex</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Valente, Martina</creatorcontrib><creatorcontrib>Pica, Giuseppe</creatorcontrib><creatorcontrib>Bondanelli, Giulio</creatorcontrib><creatorcontrib>Moroni, Monica</creatorcontrib><creatorcontrib>Runyan, Caroline A.</creatorcontrib><creatorcontrib>Morcos, Ari S.</creatorcontrib><creatorcontrib>Harvey, Christopher D.</creatorcontrib><creatorcontrib>Panzeri, Stefano</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Calcium &amp; Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Psychology Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature neuroscience</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Valente, Martina</au><au>Pica, Giuseppe</au><au>Bondanelli, Giulio</au><au>Moroni, Monica</au><au>Runyan, Caroline A.</au><au>Morcos, Ari S.</au><au>Harvey, Christopher D.</au><au>Panzeri, Stefano</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Correlations enhance the behavioral readout of neural population activity in association cortex</atitle><jtitle>Nature neuroscience</jtitle><stitle>Nat Neurosci</stitle><addtitle>Nat Neurosci</addtitle><date>2021-07-01</date><risdate>2021</risdate><volume>24</volume><issue>7</issue><spage>975</spage><epage>986</epage><pages>975-986</pages><issn>1097-6256</issn><eissn>1546-1726</eissn><abstract>Noise correlations (that is, trial-to-trial covariations in neural activity for a given stimulus) limit the stimulus information encoded by neural populations, leading to the widely held prediction that they impair perceptual discrimination behaviors. However, this prediction neglects the effects of correlations on information readout. We studied how correlations affect both encoding and readout of sensory information. We analyzed calcium imaging data from mouse posterior parietal cortex during two perceptual discrimination tasks. Correlations reduced the encoded stimulus information, but, seemingly paradoxically, were higher when mice made correct rather than incorrect choices. Single-trial behavioral choices depended not only on the stimulus information encoded by the whole population, but unexpectedly also on the consistency of information across neurons and time. Because correlations increased information consistency, they enhanced the conversion of sensory information into behavioral choices, overcoming their detrimental information-limiting effects. Thus, correlations in association cortex can benefit task performance even if they decrease sensory information. Correlations in neural activity in association cortex can benefit behavioral performance in perceptual tasks, even when decreasing sensory information, by facilitating the propagation and the readout of information carried by population activity.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>33986549</pmid><doi>10.1038/s41593-021-00845-1</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0001-6781-4939</orcidid><orcidid>https://orcid.org/0000-0003-1852-7217</orcidid><orcidid>https://orcid.org/0000-0003-1700-8909</orcidid><orcidid>https://orcid.org/0000-0002-9066-4542</orcidid><orcidid>https://orcid.org/0000-0001-5370-6515</orcidid><orcidid>https://orcid.org/0000-0001-9850-2268</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1097-6256
ispartof Nature neuroscience, 2021-07, Vol.24 (7), p.975-986
issn 1097-6256
1546-1726
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8559600
source MEDLINE; Nature; SpringerLink Journals - AutoHoldings
subjects 14
14/35
631/378/116/2394
631/378/3917
Animal Genetics and Genomics
Animals
Behavioral Sciences
Biological Techniques
Biomedical and Life Sciences
Biomedicine
Brain research
Calcium imaging
Cell populations
Cerebral cortex
Choice Behavior - physiology
Consistency
Cortex (parietal)
Human acts
Human behavior
Localization
Mice
Models, Neurological
Neurobiology
Neuroimaging
Neurons
Neurons - physiology
Neurosciences
Noise
Parietal Lobe - physiology
Physiological aspects
Population
Psychological aspects
Sensory discrimination
Somatosensory cortex
title Correlations enhance the behavioral readout of neural population activity in association cortex
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-05T13%3A40%3A53IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Correlations%20enhance%20the%20behavioral%20readout%20of%20neural%20population%20activity%20in%20association%20cortex&rft.jtitle=Nature%20neuroscience&rft.au=Valente,%20Martina&rft.date=2021-07-01&rft.volume=24&rft.issue=7&rft.spage=975&rft.epage=986&rft.pages=975-986&rft.issn=1097-6256&rft.eissn=1546-1726&rft_id=info:doi/10.1038/s41593-021-00845-1&rft_dat=%3Cgale_pubme%3EA667092978%3C/gale_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2547168086&rft_id=info:pmid/33986549&rft_galeid=A667092978&rfr_iscdi=true