{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T11:42:04Z","timestamp":1767181324554,"version":"build-2238731810"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1010983","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2023,4,17]],"date-time":"2023-04-17T00:00:00Z","timestamp":1681689600000}}],"reference-count":131,"publisher":"Public Library of Science (PLoS)","issue":"4","license":[{"start":{"date-parts":[[2023,4,3]],"date-time":"2023-04-03T00:00:00Z","timestamp":1680480000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Max Planck Society"},{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Bildung und Forschung","doi-asserted-by":"publisher","award":["FKZ: 01IS18039B"],"award-info":[{"award-number":["FKZ: 01IS18039B"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shanghai Municipal Science and Technology Major Project","award":["2019SHZDZX02"],"award-info":[{"award-number":["2019SHZDZX02"]}]},{"name":"Shanghai Municipal Science and Technology Major Project","award":["2019SHZDZX02"],"award-info":[{"award-number":["2019SHZDZX02"]}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"abstract":"<jats:p>\n                    Despite the considerable progress of\n                    <jats:italic>in vivo<\/jats:italic>\n                    neural recording techniques, inferring the biophysical mechanisms underlying large scale coordination of brain activity from neural data remains challenging. One obstacle is the difficulty to link high dimensional functional connectivity measures to mechanistic models of network activity. We address this issue by investigating spike-field coupling (SFC) measurements, which quantify the synchronization between, on the one hand, the action potentials produced by neurons, and on the other hand mesoscopic \u201cfield\u201d signals, reflecting subthreshold activities at possibly multiple recording sites. As the number of recording sites gets large, the amount of pairwise SFC measurements becomes overwhelmingly challenging to interpret. We develop\n                    <jats:italic>Generalized Phase Locking Analysis<\/jats:italic>\n                    (GPLA) as an interpretable dimensionality reduction of this multivariate SFC. GPLA describes the dominant coupling between field activity and neural ensembles across space and frequencies. We show that GPLA features are\n                    <jats:italic>biophysically interpretable<\/jats:italic>\n                    when used in conjunction with appropriate network models, such that we can identify the influence of underlying circuit properties on these features. We demonstrate the statistical benefits and interpretability of this approach in various computational models and Utah array recordings. The results suggest that GPLA, used jointly with biophysical modeling, can help uncover the contribution of recurrent microcircuits to the spatio-temporal dynamics observed in multi-channel experimental recordings.\n                  <\/jats:p>","DOI":"10.1371\/journal.pcbi.1010983","type":"journal-article","created":{"date-parts":[[2023,4,3]],"date-time":"2023-04-03T14:13:50Z","timestamp":1680531230000},"page":"e1010983","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":8,"title":["Uncovering the organization of neural circuits with Generalized Phase Locking Analysis"],"prefix":"10.1371","volume":"19","author":[{"given":"Shervin","family":"Safavi","sequence":"first","affiliation":[]},{"given":"Theofanis I.","family":"Panagiotaropoulos","sequence":"additional","affiliation":[]},{"given":"Vishal","family":"Kapoor","sequence":"additional","affiliation":[]},{"given":"Juan F.","family":"Ramirez-Villegas","sequence":"additional","affiliation":[]},{"given":"Nikos K.","family":"Logothetis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0025-2323","authenticated-orcid":true,"given":"Michel","family":"Besserve","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2023,4,3]]},"reference":[{"issue":"4","key":"pcbi.1010983.ref001","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1016\/j.neuron.2019.03.027","article-title":"The Scientific Case for Brain Simulations","volume":"102","author":"GT Einevoll","year":"2019","journal-title":"Neuron"},{"key":"pcbi.1010983.ref002","doi-asserted-by":"crossref","unstructured":"D\u2019Angelo E, Jirsa V. 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