{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T10:27:42Z","timestamp":1780050462082,"version":"3.53.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ML-Edge Swiss National Science Foundation","award":["200020182009\/1"],"award-info":[{"award-number":["200020182009\/1"]}]},{"name":"PEDESITE Swiss NSF Sinergia Project","award":["SCRSII5 193813\/1"],"award-info":[{"award-number":["SCRSII5 193813\/1"]}]},{"DOI":"10.13039\/501100011318","name":"Fondation Botnar","doi-asserted-by":"publisher","award":["REG-19-019"],"award-info":[{"award-number":["REG-19-019"]}],"id":[{"id":"10.13039\/501100011318","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004063","name":"Knut och Alice Wallenbergs Stiftelse","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004063","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CRISP one of six centers in JUMP"},{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"name":"NSF","award":["2003279"],"award-info":[{"award-number":["2003279"]}]},{"name":"NSF","award":["1911095"],"award-info":[{"award-number":["1911095"]}]},{"name":"NSF","award":["1826967"],"award-info":[{"award-number":["1826967"]}]},{"name":"NSF","award":["2100237"],"award-info":[{"award-number":["2100237"]}]},{"name":"NSF","award":["2112167"],"award-info":[{"award-number":["2112167"]}]},{"name":"NSF","award":["GRC TASK 3021.001"],"award-info":[{"award-number":["GRC TASK 3021.001"]}]},{"name":"NSF","award":["GRC TASK 2942.001"],"award-info":[{"award-number":["GRC TASK 2942.001"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1109\/jbhi.2022.3208780","type":"journal-article","created":{"date-parts":[[2022,9,22]],"date-time":"2022-09-22T22:51:57Z","timestamp":1663887117000},"page":"202-214","source":"Crossref","is-referenced-by-count":11,"title":["M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities"],"prefix":"10.1109","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6229-9103","authenticated-orcid":false,"given":"Alireza","family":"Amirshahi","sequence":"first","affiliation":[{"name":"Embedded Systems Laboratory (ESL), Institute of Electrical and Micro Engineering, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne (EPFL), Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anthony","family":"Thomas","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, University of California, San Diego, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1673-4733","authenticated-orcid":false,"given":"Amir","family":"Aminifar","sequence":"additional","affiliation":[{"name":"Department of Electrical and Information Technology, Lund University, Lund, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tajana","family":"Rosing","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, University of California, San Diego, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9536-4947","authenticated-orcid":false,"given":"David","family":"Atienza","sequence":"additional","affiliation":[{"name":"Embedded Systems Laboratory (ESL), Institute of Electrical and Micro Engineering, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne (EPFL), Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2017.00301"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2971610"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.02.016"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2906400"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2874716"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3022211"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3096127"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2006.00622.x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2019.8714995"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5698\/978-0-9979756-0-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/12\/3\/031001"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/s19050987"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2018.8351728"},{"issue":"1","key":"ref14","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"Gretton","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9096-9"},{"key":"ref16","article-title":"The information bottleneck method","volume-title":"Proc. 37th Allerton Conf. Commun., Control Comput.","volume":"49","author":"Tishby","year":"2001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ITA.2018.8503149"},{"key":"ref18","article-title":"Deep variational information bottleneck","volume-title":"Int. Conf. Learn. Representations","author":"Alemi","year":"2017"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/e21121181"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2784440"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS45731.2020.9180429"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(02)00003-0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/10.995684"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2005.06.012"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2011.08.040"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2004.05.018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2019.101684"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00095"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23730"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065721500519"},{"key":"ref31","article-title":"Self-supervised graph neural networks for improved electroencephalographic seizure analysis","volume-title":"Int. Conf. Learn. Representations","author":"Tang","year":"2021"},{"key":"ref32","article-title":"Many-to-one knowledge distillation of real-time epileptic seizure detection for low-power wearable Internet of Things systems","author":"Baghersalimi","year":"2022"},{"key":"ref33","article-title":"Detecting change-points in time series by maximum mean discrepancy of ordinal pattern distributions","volume-title":"Proc. 28th Conf. Uncertainty Artif. Intell.","author":"Sinn","year":"2012"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CAIS.2018.8441977"},{"issue":"3","key":"ref35","first-page":"1310","article-title":"On the difficulty of training recurrent neural network","volume-title":"Proc. 30th Int. Conf. Mach. Learn.","volume":"28","author":"Pascanu","year":"2013"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2015.08.006"},{"issue":"3","key":"ref37","first-page":"3","article-title":"The ten-twenty electrode system of the international federation","volume":"52","author":"Klem","year":"1999","journal-title":"Electroencephalography Clin. Neurophysiol."},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2012.03564.x"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.3042574"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-78784-3"},{"key":"ref41","article-title":"Application of machine learning to epileptic seizure onset detection and treatment","author":"Shoeb","year":"2009"},{"key":"ref42","article-title":"Auto-encoding variational bayes","volume-title":"Proc. 2nd Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2010.5626366"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/e17074627"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnp.2017.07.002"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10030279"},{"key":"ref47","first-page":"1","article-title":"Learning kernel parameters by using class separability measure","volume-title":"Proc. 6th Kernel Mach. Workshop, Conjunction Neural Inf. Process. Syst.","author":"Wang","year":"2002"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6221020\/10006388\/9899698-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10006388\/09899698.pdf?arnumber=9899698","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T23:12:55Z","timestamp":1705965175000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9899698\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1]]},"references-count":47,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2022.3208780","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1]]}}}