{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T21:03:47Z","timestamp":1780347827263,"version":"3.54.1"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/N006771\/1"],"award-info":[{"award-number":["EP\/N006771\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002848","name":"National Commission for Scientific and Technological Research [Comision Nacional de Investigacion Cientifica y Tecnologica (CONICYT)], Chile","doi-asserted-by":"publisher","award":["21170611"],"award-info":[{"award-number":["21170611"]}],"id":[{"id":"10.13039\/501100002848","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CONICYT, Chile, through the Projects FONDECYT, ANILLO, and Basal","award":["1161378"],"award-info":[{"award-number":["1161378"]}]},{"name":"CONICYT, Chile, through the Projects FONDECYT, ANILLO, and Basal","award":["ACT172121"],"award-info":[{"award-number":["ACT172121"]}]},{"name":"CONICYT, Chile, through the Projects FONDECYT, ANILLO, and Basal","award":["FB0008"],"award-info":[{"award-number":["FB0008"]}]},{"name":"Valencian Graduate School and Research Network of Artificial Intelligence"},{"DOI":"10.13039\/501100003359","name":"Generalitat Valenciana, Spain","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003359","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3354711","type":"journal-article","created":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T21:21:58Z","timestamp":1705353718000},"page":"12335-12355","source":"Crossref","is-referenced-by-count":10,"title":["Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6581-7503","authenticated-orcid":false,"given":"Nelson J.","family":"Trujillo-Barreto","sequence":"first","affiliation":[{"name":"Faculty of Biology, Medicine and Health, School of Health Sciences, The University of Manchester, Manchester, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-6254-4339","authenticated-orcid":false,"given":"David Araya","family":"Galvez","sequence":"additional","affiliation":[{"name":"Facultad de Ingenier&#x00ED;a, Instituto de Tecnolog&#x00ED;a para la Innovaci&#x00F3;n en Salud y Bienestar (ITISB), Universidad Andr&#x00E9;s Bello, Vi&#x00F1;a del Mar, Chile"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-8672-3168","authenticated-orcid":false,"given":"Aland","family":"Astudillo","sequence":"additional","affiliation":[{"name":"NICM Health Research Institute, Western Sydney University, Penrith, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9822-1092","authenticated-orcid":false,"given":"Wael","family":"El-Deredy","sequence":"additional","affiliation":[{"name":"Centro de Investigaci&#x00F3;n y Desarrollo en Ingenier&#x00ED;a en Salud, Universidad de Valpara&#x00ED;so, Valpara&#x00ED;so, Chile"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.09.082"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.11.062"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.01867"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.03.036"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.04.046"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.06.077"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.116818"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.12.061"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2015.00077"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-08999-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awz069"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.11.001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.08.061"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.cortex.2015.08.019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2014.12.010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.01.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.10.003"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.11.055"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.11.047"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOAS395"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(87)90025-3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.11.047"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.02.052"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4497"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1523\/jneurosci.6693-10.2011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2017.07.002"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.05.062"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2014.10.014"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1007841107"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00226"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2012.00171"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1221945110"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1103\/physrevlett.99.138103"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2009.11.011"},{"key":"ref36","article-title":"Inference in hybrid systems with applications in neural prosthetics","author":"Hudson","year":"2009"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/c2014-0-02508-7"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1017\/9781108377423.010"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.11.054"},{"key":"ref40","article-title":"Resting state brain networks from EEG: Hidden Markov states vs. classical microstates","author":"Rukat","year":"2016","journal-title":"arXiv:1606.02344"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2006.03.015"},{"key":"ref42","article-title":"Variational algorithms for approximate Bayesian inference","author":"Beal","year":"2003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1100.001.0001"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2003.11.008"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/42.712135"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/0021-9991(91)90286-T"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8760(84)90014-X"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.06.062"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.813506"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1995.10476572"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1985.tb00439.x"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.1996.0018"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00030"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0251842"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-45528-0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1523\/jneurosci.21-04-01370.2001"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3687"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-009-9075-3"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2010.02.005"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1705120114"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.12.029"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s10548-017-0580-0"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/375360.375365"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10400476.pdf?arnumber=10400476","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T08:37:29Z","timestamp":1706776649000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10400476\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3354711","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}