{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T18:13:48Z","timestamp":1775499228194,"version":"3.50.1"},"reference-count":55,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2014,12,1]],"date-time":"2014-12-01T00:00:00Z","timestamp":1417392000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["NeuroImage"],"published-print":{"date-parts":[[2014,12]]},"DOI":"10.1016\/j.neuroimage.2014.09.010","type":"journal-article","created":{"date-parts":[[2014,9,16]],"date-time":"2014-09-16T08:21:40Z","timestamp":1410855700000},"page":"391-400","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":86,"special_numbering":"C","title":["RELICA: A method for estimating the reliability of independent components"],"prefix":"10.1016","volume":"103","author":[{"given":"Fiorenzo","family":"Artoni","sequence":"first","affiliation":[]},{"given":"Danilo","family":"Menicucci","sequence":"additional","affiliation":[]},{"given":"Arnaud","family":"Delorme","sequence":"additional","affiliation":[]},{"given":"Scott","family":"Makeig","sequence":"additional","affiliation":[]},{"given":"Silvestro","family":"Micera","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.neuroimage.2014.09.010_bb0235","first-page":"3991","article-title":"Neuroelectromagnetic forward modeling toolbox","volume":"2008","author":"Akalin Acar","year":"2008","journal-title":"Conf. Proc. IEEE Eng. Med. Biol. Soc."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0100","first-page":"368","article-title":"ErpICASSO: a tool for reliability estimates of independent components in EEG event-related analysis","volume":"2012","author":"Artoni","year":"2012","journal-title":"Conf. Proc. IEEE Eng. Med. Biol. Soc."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0060","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/79.962275","article-title":"Electromagnetic brain mapping","volume":"18","author":"Baillet","year":"2001","journal-title":"IEEE Signal Process. Mag."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0105","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","article-title":"An information-maximization approach to blind separation and blind deconvolution","volume":"7","author":"Bell","year":"1995","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0065","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/j.neuroimage.2013.01.040","article-title":"Measure projection analysis: a probabilistic approach to EEG source comparison and multi-subject inference","volume":"72","author":"Bigdely-Shamlo","year":"2013","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0190","series-title":"Applied Smoothing Techniques for Data Analysis","author":"Bowman","year":"1997"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0005","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1109\/5.720250","article-title":"Blind signal separation: statistical principles","volume":"86","author":"Cardoso","year":"1998","journal-title":"Proc. IEEE"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0050","doi-asserted-by":"crossref","first-page":"11730","DOI":"10.1523\/JNEUROSCI.3286-05.2005","article-title":"Trial-by-trial coupling of concurrent electroencephalogram and functional magnetic resonance imaging identifies the dynamics of performance monitoring","volume":"25","author":"Debener","year":"2005","journal-title":"J. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0240","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.cogbrainres.2004.09.006","article-title":"What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis","volume":"22","author":"Debener","year":"2005","journal-title":"Brain Res. Cogn. Brain Res."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0045","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.jneumeth.2003.10.009","article-title":"EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis","volume":"134","author":"Delorme","year":"2004","journal-title":"J. Neurosci. Methods"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0035","doi-asserted-by":"crossref","first-page":"1443","DOI":"10.1016\/j.neuroimage.2006.11.004","article-title":"Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis","volume":"34","author":"Delorme","year":"2007","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0225","doi-asserted-by":"crossref","first-page":"11949","DOI":"10.1523\/JNEUROSCI.3477-07.2007","article-title":"Medial prefrontal theta bursts precede rapid motor responses during visual selective attention","volume":"27","author":"Delorme","year":"2007","journal-title":"J. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0095","doi-asserted-by":"crossref","first-page":"e30135","DOI":"10.1371\/journal.pone.0030135","article-title":"Independent EEG sources are dipolar","volume":"7","author":"Delorme","year":"2012","journal-title":"PLoS ONE"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0185","series-title":"An Introduction to the Bootstrap","author":"Efron","year":"1993"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0275","doi-asserted-by":"crossref","first-page":"13429","DOI":"10.1073\/pnas.93.23.13429","article-title":"Bootstrap confidence levels for phylogenetic trees","volume":"93","author":"Efron","year":"1996","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0260","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1016\/j.clinph.2004.01.010","article-title":"A common N400 EEG component reflecting contextual integration irrespective of symbolic form","volume":"115","author":"Fogelson","year":"2004","journal-title":"Clin. Neurophysiol."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0200","doi-asserted-by":"crossref","first-page":"202","DOI":"10.3389\/fnhum.2010.00202","article-title":"Visual evoked responses during standing and walking","volume":"4","author":"Gramann","year":"2010","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0085","doi-asserted-by":"crossref","first-page":"1199","DOI":"10.1016\/j.neuroimage.2008.12.038","article-title":"Identifying reliable independent components via split-half comparisons","volume":"45","author":"Groppe","year":"2009","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0255","doi-asserted-by":"crossref","first-page":"3526","DOI":"10.1152\/jn.00105.2010","article-title":"Removal of movement artifact from high-density EEG recorded during walking and running","volume":"103","author":"Gwin","year":"2010","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0070","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.sigpro.2003.10.009","article-title":"Injecting noise for analysing the stability of ICA components","volume":"84","author":"Harmeling","year":"2004","journal-title":"Signal Process."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0080","doi-asserted-by":"crossref","first-page":"1214","DOI":"10.1016\/j.neuroimage.2004.03.027","article-title":"Validating the independent components of neuroimaging time series via clustering and visualization","volume":"22","author":"Himberg","year":"2004","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0025","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/S0893-6080(00)00026-5","article-title":"Independent component analysis: algorithms and applications","volume":"13","author":"Hyvarinen","year":"2000","journal-title":"Neural Netw."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0265","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1111\/j.1469-8986.2003.00141.x","article-title":"Automatic removal of eye movement and blink artifacts from EEG data using blind component separation","volume":"41","author":"Joyce","year":"2004","journal-title":"Psychophysiology"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0215","doi-asserted-by":"crossref","first-page":"1745","DOI":"10.1016\/S1388-2457(00)00386-2","article-title":"Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects","volume":"111","author":"Jung","year":"2000","journal-title":"Clin. Neurophysiol."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0220","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1111\/1469-8986.3720163","article-title":"Removing electroencephalographic artifacts by blind source separation","volume":"37","author":"Jung","year":"2000","journal-title":"Psychophysiology"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0250","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1109\/5.939827","article-title":"Imaging brain dynamics using independent component analysis","volume":"89","author":"Jung","year":"2001","journal-title":"Proc. IEEE"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0120","doi-asserted-by":"crossref","first-page":"056014","DOI":"10.1088\/1741-2560\/10\/5\/056014","article-title":"BCILAB: a platform for brain\u2013computer interface development","volume":"10","author":"Kothe","year":"2013","journal-title":"J. Neural Eng."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0170","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1162\/089976699300016719","article-title":"Independent component analysis using an extended Infomax algorithm for mixed subgaussian and supergaussian sources","volume":"11","author":"Lee","year":"1999","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0110","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0898-1221(00)00101-2","article-title":"A unifying information-theoretic framework for independent component analysis","volume":"39","author":"Lee","year":"2000","journal-title":"Comput. Math Appl."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0175","doi-asserted-by":"crossref","first-page":"2573","DOI":"10.1162\/089976601753196030","article-title":"Resampling method for unsupervised estimation of cluster validity","volume":"13","author":"Levine","year":"2001","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0230","doi-asserted-by":"crossref","first-page":"690","DOI":"10.1126\/science.1066168","article-title":"Dynamic brain sources of visual evoked responses","volume":"295","author":"Makeig","year":"2002","journal-title":"Science"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0015","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.tics.2004.03.008","article-title":"Mining event-related brain dynamics","volume":"8","author":"Makeig","year":"2004","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0165","doi-asserted-by":"crossref","first-page":"e176","DOI":"10.1371\/journal.pbio.0020176","article-title":"Electroencephalographic brain dynamics following manually responded visual targets","volume":"2","author":"Makeig","year":"2004","journal-title":"PLoS Biol."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0135","doi-asserted-by":"crossref","first-page":"6862","DOI":"10.1523\/JNEUROSCI.1318-04.2004","article-title":"The sleep slow oscillation as a traveling wave","volume":"24","author":"Massimini","year":"2004","journal-title":"J. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0075","doi-asserted-by":"crossref","first-page":"1514","DOI":"10.1109\/TBME.2002.805480","article-title":"A resampling approach to estimate the stability of one-dimensional or multidimensional independent components","volume":"49","author":"Meinecke","year":"2002","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0145","doi-asserted-by":"crossref","first-page":"e7601","DOI":"10.1371\/journal.pone.0007601","article-title":"Functional structure of spontaneous sleep slow oscillation activity in humans","volume":"4","author":"Menicucci","year":"2009","journal-title":"PLoS ONE"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0150","article-title":"Brain responses to emotional stimuli during breath holding and hypoxia: an approach based on the independent component analysis","author":"Menicucci","year":"2013","journal-title":"Brain Topogr."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0010","series-title":"Electric Fields of the Brain: The Neurophysics of EEG","author":"Nunez","year":"1981"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0205","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3389\/neuro.09.061.2009","article-title":"High-frequency broadband modulations of electroencephalographic spectra","volume":"3","author":"Onton","year":"2009","journal-title":"Front. Hum. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0055","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.neuroimage.2005.04.014","article-title":"Frontal midline EEG dynamics during working memory","volume":"27","author":"Onton","year":"2005","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0020","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1016\/j.neubiorev.2006.06.007","article-title":"Imaging human EEG dynamics using independent component analysis","volume":"30","author":"Onton","year":"2006","journal-title":"Neurosci. Biobehav. Rev."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0130","series-title":"Independent Component Analysis and Signal Separation","first-page":"97","article-title":"Modeling and estimation of dependent subspaces with non-radially symmetric and skewed densities","author":"Palmer","year":"2007"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0180","series-title":"Newton Method for the ICA Mixture Model","first-page":"1805","author":"Palmer","year":"2008"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0140","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/B978-0-444-53702-7.00001-4","article-title":"Cognitive neuroscience of sleep","volume":"185","author":"Poe","year":"2010","journal-title":"Prog. Brain Res."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0115","doi-asserted-by":"crossref","first-page":"206972","DOI":"10.1155\/2012\/206972","article-title":"CUDAICA: GPU optimization of Infomax-ICA EEG analysis","volume":"2012","author":"Raimondo","year":"2012","journal-title":"Comput. Intell. Neurosci."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0040","doi-asserted-by":"crossref","first-page":"554","DOI":"10.1016\/j.neuroimage.2010.04.268","article-title":"Effects of repeatability measures on results of fMRI sICA: a study on simulated and real resting-state effects","volume":"56","author":"Remes","year":"2011","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0155","doi-asserted-by":"crossref","first-page":"1085","DOI":"10.1093\/cercor\/bhl017","article-title":"Emotional perception: correlation of functional MRI and event-related potentials","volume":"17","author":"Sabatinelli","year":"2007","journal-title":"Cereb. Cortex"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0090","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1007\/BF01132771","article-title":"Use of prior knowledge in brain electromagnetic source analysis","volume":"4","author":"Scherg","year":"1991","journal-title":"Brain Topogr."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0195","series-title":"Density Estimation for Statistics and Data Analysis","author":"Silverman","year":"1998"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0245","doi-asserted-by":"crossref","first-page":"1827","DOI":"10.1162\/089976602760128036","article-title":"Independent components of magnetoencephalography: localization","volume":"14","author":"Tang","year":"2002","journal-title":"Neural Comput."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0160","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1016\/j.neuroimage.2004.11.027","article-title":"Validation of SOBI components from high-density EEG","volume":"25","author":"Tang","year":"2005","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0030","doi-asserted-by":"crossref","first-page":"2199","DOI":"10.1152\/jn.00222.2005","article-title":"Matrix factorization algorithms for the identification of muscle synergies: evaluation on simulated and experimental data sets","volume":"95","author":"Tresch","year":"2006","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0270","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1016\/j.neuroimage.2013.09.045","article-title":"Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging","volume":"87","author":"Tsai","year":"2014","journal-title":"NeuroImage"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0210","doi-asserted-by":"crossref","first-page":"e41025","DOI":"10.1371\/journal.pone.0041025","article-title":"Familiarity with speech affects cortical processing of auditory distance cues and increases acuity","volume":"7","author":"Wisniewski","year":"2012","journal-title":"PLoS ONE"},{"key":"10.1016\/j.neuroimage.2014.09.010_bb0125","series-title":"Independent Component Analysis and Blind Signal Separation","first-page":"1","article-title":"A FastICA algorithm for non-negative independent component analysis","volume":"vol. 3195","author":"Yuan","year":"2004"}],"container-title":["NeuroImage"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1053811914007526?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1053811914007526?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,9,29]],"date-time":"2018-09-29T19:59:42Z","timestamp":1538251182000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1053811914007526"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12]]},"references-count":55,"alternative-id":["S1053811914007526"],"URL":"https:\/\/doi.org\/10.1016\/j.neuroimage.2014.09.010","relation":{},"ISSN":["1053-8119"],"issn-type":[{"value":"1053-8119","type":"print"}],"subject":[],"published":{"date-parts":[[2014,12]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"RELICA: A method for estimating the reliability of independent components","name":"articletitle","label":"Article Title"},{"value":"NeuroImage","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neuroimage.2014.09.010","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2014 Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}]}}