<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Platisa J</submitter><funding>Richard and Susan Smith Family Foundation</funding><funding>U.S. Department of Health &amp;amp; Human Services | NIH | National Eye Institute</funding><funding>NEI NIH HHS</funding><funding>U.S. Department of Health &amp;amp; Human Services | NIH | National Institute of Neurological Disorders and Stroke</funding><funding>United States Department of Defense | Defense Advanced Research Projects Agency</funding><funding>Whitehall Foundation</funding><funding>Brain and Behavior Research Foundation</funding><funding>NINDS NIH HHS</funding><funding>National Science Foundation</funding><pagination>1095-1103</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC10894646</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>20(7)</volume><pubmed_abstract>Monitoring spiking activity across large neuronal populations at behaviorally relevant timescales is critical for understanding neural circuit function. Unlike calcium imaging, voltage imaging requires kilohertz sampling rates that reduce fluorescence detection to near shot-noise levels. High-photon flux excitation can overcome photon-limited shot noise, but photobleaching and photodamage restrict the number and duration of simultaneously imaged neurons. We investigated an alternative approach aimed at low two-photon flux, which is voltage imaging below the shot-noise limit. This framework involved developing positive-going voltage indicators with improved spike detection (SpikeyGi and SpikeyGi2); a two-photon microscope ('SMURF') for kilohertz frame rate imaging across a 0.4 mm × 0.4 mm f</pubmed_abstract><journal>Nature methods</journal><pubmed_title>High-speed low-light in vivo two-photon voltage imaging of large neuronal populations.</pubmed_title><pmcid>PMC10894646</pmcid><funding_grant_id>U01 NS090565</funding_grant_id><funding_grant_id>U01 NS103517</funding_grant_id><funding_grant_id>R01 NS083875</funding_grant_id><funding_grant_id>U01NS103517</funding_grant_id><funding_grant_id>R01NS109965</funding_grant_id><funding_grant_id>1707287</funding_grant_id><funding_grant_id>N660119C4020</funding_grant_id><funding_grant_id>R21EY030016</funding_grant_id><funding_grant_id>R01 NS109965</funding_grant_id><funding_grant_id>R01 NS126596</funding_grant_id><funding_grant_id>UF1NS107705</funding_grant_id><funding_grant_id>R01 NS065110</funding_grant_id><funding_grant_id>DP2NS111134</funding_grant_id><funding_grant_id>UF1 NS107705</funding_grant_id><funding_grant_id>DP2 NS111134</funding_grant_id><funding_grant_id>U01NS090565</funding_grant_id><funding_grant_id>R21 EY030016</funding_grant_id><funding_grant_id>N6600117C4012</funding_grant_id><funding_grant_id>U01NS128665</funding_grant_id><funding_grant_id>U01 NS128665</funding_grant_id><pubmed_authors>Ahrens AM</pubmed_authors><pubmed_authors>Chen IA</pubmed_authors><pubmed_authors>Tian L</pubmed_authors><pubmed_authors>Davison IG</pubmed_authors><pubmed_authors>Liu C</pubmed_authors><pubmed_authors>Pieribone VA</pubmed_authors><pubmed_authors>Ye X</pubmed_authors><pubmed_authors>Platisa J</pubmed_authors><pubmed_authors>Chen JL</pubmed_authors></additional><is_claimable>false</is_claimable><name>High-speed low-light in vivo two-photon voltage imaging of large neuronal populations.</name><description>Monitoring spiking activity across large neuronal populations at behaviorally relevant timescales is critical for understanding neural circuit function. Unlike calcium imaging, voltage imaging requires kilohertz sampling rates that reduce fluorescence detection to near shot-noise levels. High-photon flux excitation can overcome photon-limited shot noise, but photobleaching and photodamage restrict the number and duration of simultaneously imaged neurons. We investigated an alternative approach aimed at low two-photon flux, which is voltage imaging below the shot-noise limit. This framework involved developing positive-going voltage indicators with improved spike detection (SpikeyGi and SpikeyGi2); a two-photon microscope ('SMURF') for kilohertz frame rate imaging across a 0.4 mm × 0.4 mm f</description><dates><release>2023-01-01T00:00:00Z</release><publication>2023 Jul</publication><modification>2026-06-02T19:27:01.644Z</modification><creation>2025-04-06T00:39:49.262Z</creation></dates><accession>S-EPMC10894646</accession><cross_references><pubmed>36973547</pubmed><doi>10.1038/s41592-023-01820-3</doi></cross_references></HashMap>