{"id":"https://openalex.org/W1937099697","doi":"https://doi.org/10.1109/eusipco.2015.7362708","title":"Symmetrical EEG-FMRI imaging by sparse regularization","display_name":"Symmetrical EEG-FMRI imaging by sparse regularization","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1937099697","doi":"https://doi.org/10.1109/eusipco.2015.7362708","mag":"1937099697"},"language":"en","primary_location":{"id":"doi:10.1109/eusipco.2015.7362708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090974927","display_name":"Thomas Oberlin","orcid":"https://orcid.org/0000-0002-9680-4227"},"institutions":[{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4387153255","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'\u00c9lectrotechnique, d'\u00c9lectronique, d'Informatique, d'Hydraulique et des T\u00e9l\u00e9communications","ror":"https://ror.org/05wfw4946","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304","https://openalex.org/I4387153255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Oberlin","raw_affiliation_strings":["INP-ENSEEIHT and IRIT, University of Toulouse, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INP-ENSEEIHT and IRIT, University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I205747304","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189","https://openalex.org/I4387153255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066059428","display_name":"Christian Barillot","orcid":"https://orcid.org/0000-0002-1589-7696"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Barillot","raw_affiliation_strings":["Inria - Irisa, Rennes, France","Inria - IRISA, Rennes, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria - Irisa, Rennes, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"Inria - IRISA, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I2802519937","https://openalex.org/I4210133778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041230403","display_name":"R\u00e9mi Gribonval","orcid":"https://orcid.org/0000-0002-9450-8125"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Remi Gribonval","raw_affiliation_strings":["Inria - Irisa, Rennes, France","Inria - IRISA, Rennes, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria - Irisa, Rennes, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"Inria - IRISA, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I2802519937","https://openalex.org/I4210133778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011146832","display_name":"Pierre Maurel","orcid":"https://orcid.org/0000-0003-2539-7414"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Maurel","raw_affiliation_strings":["Inria - Irisa, Rennes, France","Inria - IRISA, Rennes, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria - Irisa, Rennes, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"Inria - IRISA, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I2802519937","https://openalex.org/I4210133778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"61","issue":null,"first_page":"1870","last_page":"1874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7431398034095764},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6830407381057739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6702700853347778},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5725934505462646},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5721574425697327},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5482087135314941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.506194531917572},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.48586198687553406},{"id":"https://openalex.org/keywords/eeg-fmri","display_name":"EEG-fMRI","score":0.4194719195365906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3990477919578552},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.366172194480896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34777480363845825},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20293176174163818},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16944116353988647},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10160759091377258}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7431398034095764},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6830407381057739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702700853347778},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5725934505462646},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5721574425697327},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5482087135314941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.506194531917572},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.48586198687553406},{"id":"https://openalex.org/C125990524","wikidata":"https://www.wikidata.org/wiki/Q5322921","display_name":"EEG-fMRI","level":3,"score":0.4194719195365906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3990477919578552},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.366172194480896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34777480363845825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20293176174163818},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16944116353988647},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10160759091377258},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eusipco.2015.7362708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01170889v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01170889","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ieeexplore.ieee.org/document/7362708","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3821094361","display_name":"Digital Communication and Information Sciences for the Future Internet","funder_award_id":"ANR-10-LABX-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1535935147","https://openalex.org/W1994626667","https://openalex.org/W2006262045","https://openalex.org/W2011914575","https://openalex.org/W2040955094","https://openalex.org/W2072786348","https://openalex.org/W2093545205","https://openalex.org/W2107861471","https://openalex.org/W2145697865","https://openalex.org/W2149153247","https://openalex.org/W2155136387","https://openalex.org/W2512603352","https://openalex.org/W2589093411","https://openalex.org/W4205213118","https://openalex.org/W6632226498"],"related_works":["https://openalex.org/W2137930904","https://openalex.org/W2114837488","https://openalex.org/W4313343512","https://openalex.org/W1829060647","https://openalex.org/W1965977581","https://openalex.org/W2061980133","https://openalex.org/W2077506191","https://openalex.org/W2387685679","https://openalex.org/W2080949551","https://openalex.org/W2050855072"],"abstract_inverted_index":{"This":[0],"work":[1],"considers":[2],"the":[3,30,35,39,68,74,79,102,109,129,132,135],"problem":[4,82],"of":[5,67,73,108,128,134],"brain":[6,110],"imaging":[7,17,81],"using":[8,91],"simultaneously":[9],"recorded":[10],"electroencephalography":[11],"(EEG)":[12],"and":[13,58,117,131],"functional":[14],"magnetic":[15],"resonance":[16],"(fMRI).":[18],"To":[19],"this":[20],"end,":[21],"we":[22],"introduce":[23],"a":[24,53,84,114,120,143],"linear":[25,85],"coupling":[26],"model":[27],"that":[28,104],"links":[29],"electrical":[31],"EEG":[32],"signal":[33],"to":[34,51],"hemodynamic":[36],"response":[37],"from":[38],"blood-oxygen":[40],"level":[41],"dependent":[42],"(BOLD)":[43],"signal.":[44],"Both":[45],"modalities":[46],"are":[47,111,137],"then":[48],"symmetrically":[49],"integrated,":[50],"achieve":[52],"high":[54],"resolution":[55],"in":[56,77],"time":[57],"space":[59],"while":[60],"allowing":[61],"some":[62],"robustness":[63],"against":[64],"potential":[65],"decoupling":[66],"BOLD":[69],"effect.":[70],"The":[71,126],"novelty":[72],"approach":[75],"consists":[76],"expressing":[78],"joint":[80],"as":[83],"inverse":[86],"problem,":[87],"which":[88,99],"is":[89],"addressed":[90],"sparse":[92],"regularization.":[93],"We":[94],"consider":[95],"several":[96],"sparsity-enforcing":[97],"penalties,":[98],"naturally":[100],"reflect":[101],"fact":[103],"only":[105],"few":[106],"areas":[107],"activated":[112],"at":[113],"certain":[115],"time,":[116],"allow":[118],"for":[119],"fast":[121],"optimization":[122],"through":[123,139],"proximal":[124],"algorithms.":[125],"significance":[127],"method":[130],"effectiveness":[133],"algorithms":[136],"demonstrated":[138],"numerical":[140],"investigations":[141],"on":[142],"spherical":[144],"head":[145],"model.":[146]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
