{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T02:33:16Z","timestamp":1768012396048,"version":"3.49.0"},"reference-count":45,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.23919\/eusipco.2018.8553077","type":"proceedings-article","created":{"date-parts":[[2018,12,3]],"date-time":"2018-12-03T19:36:41Z","timestamp":1543865801000},"page":"56-60","source":"Crossref","is-referenced-by-count":21,"title":["Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions"],"prefix":"10.23919","author":[{"given":"Christos","family":"Chatzichristos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mike","family":"Davies","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Escudero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eleftherios","family":"Kofidis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergios","family":"Theodoridis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","author":"vervliet","year":"2016","journal-title":"Tensorlab user guide"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2015.2400415"},{"key":"ref33","article-title":"Coupled canonical polyadic decompositions and (coupled) decompositions in multilinear rank-(Lr, n, Lr, n, 1) terms-Parts I, II","author":"s\u00f8rensen","year":"2015","journal-title":"SIAM J Matrix Anal Appl"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2016.7760460"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2360141"},{"key":"ref30","article-title":"A parallel framework for simultaneous EEG\/fMRI analysis: methodology and simulation","author":"lei","year":"2007","journal-title":"NeuroImage Sen"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.11.088"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.05.029"},{"key":"ref35","article-title":"Temporally resolved multi-way component analysis of dynamic sources in event-related EEG data using PARAFAC2","author":"weis","year":"0","journal-title":"EUSIPCO 2010"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4103\/0972-6748.57865"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2016.7760246"},{"key":"ref40","doi-asserted-by":"crossref","DOI":"10.1162\/neco.1995.7.6.1129","article-title":"An information maximisation approach to blind separation and blind deconvolution","author":"bell","year":"1995","journal-title":"Neural Comput"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050303"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081286"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081162"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.03.038"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.08.060"},{"key":"ref16","article-title":"Incorporating higher dimensionality in joint decomposition of EEG and fMRI","author":"swinnen","year":"0","journal-title":"EUSIPCO 2014"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.10.057"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2012.01.063"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2015.7362419"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/cem.801"},{"key":"ref4","author":"levin-schwartz","year":"2017","journal-title":"Blind source separation for multimodal fusion of medical imaging data"},{"key":"ref27","article-title":"Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses","author":"handweker","year":"2004","journal-title":"NeuroImage"},{"key":"ref3","author":"theodoridis","year":"2015","journal-title":"Machine Learning A Bayesian and Optimization Perspective"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/9780470511923"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-128X(199905\/08)13:3\/4<275::AID-CEM543>3.0.CO;2-B"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1214\/09-STS282"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1109\/MSP.2017.2738401","article-title":"Deep multimodal learning","author":"ramachandram","year":"2017","journal-title":"IEEE Signal Process Mag"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2455028"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2461624"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.07.018"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2460697"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.03.018"},{"key":"ref45","article-title":"Higher-order block term decomposition for spatially folded fMRI data","author":"chatzichristos","year":"0","journal-title":"LVA-ICA-2017"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1093\/bioinformatics\/btm210","article-title":"Multiway analysis of epilepsy tensors","author":"acar","year":"2007","journal-title":"Bioinformatics"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.02.026"},{"key":"ref42","year":"0","journal-title":"OpenfMRI"},{"key":"ref24","author":"spyrou","year":"2017","journal-title":"Complex tensor factorization with PARAFAC2 for the estimation of brain connectivity from the EEG"},{"key":"ref41","author":"morante","year":"2018","journal-title":"Information assisted dictionary learning for fMRI data analysis"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081576"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.20062"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2690524"},{"key":"ref43","doi-asserted-by":"crossref","DOI":"10.1523\/JNEUROSCI.2649-13.2013","article-title":"Simultaneous EEG-fMRI-reveals tem-poral evolution of coupling between supramodal cortical attention networks and the brainstem","author":"walz","year":"2013","journal-title":"J Neuroscience"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2012.6349739"}],"event":{"name":"2018 26th European Signal Processing Conference (EUSIPCO)","location":"Rome","start":{"date-parts":[[2018,9,3]]},"end":{"date-parts":[[2018,9,7]]}},"container-title":["2018 26th European Signal Processing Conference (EUSIPCO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8537458\/8552938\/08553077.pdf?arnumber=8553077","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T21:10:36Z","timestamp":1643231436000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8553077\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":45,"URL":"https:\/\/doi.org\/10.23919\/eusipco.2018.8553077","relation":{},"subject":[],"published":{"date-parts":[[2018,9]]}}}