{"id":"https://openalex.org/W1921756296","doi":"https://doi.org/10.1109/msp.2015.2413711","title":"Brain-Source Imaging: From sparse to tensor models","display_name":"Brain-Source Imaging: From sparse to tensor models","publication_year":2015,"publication_date":"2015-10-14","ids":{"openalex":"https://openalex.org/W1921756296","doi":"https://doi.org/10.1109/msp.2015.2413711","mag":"1921756296"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2015.2413711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2015.2413711","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01190559v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105816047","display_name":"Hanna Becker","orcid":"https://orcid.org/0000-0003-2283-3110"},"institutions":[{"id":"https://openalex.org/I4210106479","display_name":"Laboratoire d'Informatique, Signaux et Syst\u00e8mes de Sophia Antipolis","ror":"https://ror.org/01215r597","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106479","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210121266","display_name":"Technicolor (France)","ror":"https://ror.org/02ya5n776","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121266"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4390039363","display_name":"Infection et inflammation","ror":"https://ror.org/021sh3243","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039363"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hanna Becker","raw_affiliation_strings":["Technicolor R&D, France","GIPSA-CICS - GIPSA - Communication Information and Complex Systems (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","I3S - Laboratoire d'Informatique, Signaux, et Syst\u00e8mes de Sophia Antipolis (2000, route des Lucioles - Les Algorithmes - b\u00e2t. Euclide B 06900 Sophia Antipolis - France)","Laboratoire I3S - SIS - Signal, Images et Syst\u00e8mes (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technicolor R&D, France","institution_ids":["https://openalex.org/I4210121266"]},{"raw_affiliation_string":"GIPSA-CICS - GIPSA - Communication Information and Complex Systems (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","institution_ids":["https://openalex.org/I4210124956"]},{"raw_affiliation_string":"I3S - Laboratoire d'Informatique, Signaux, et Syst\u00e8mes de Sophia Antipolis (2000, route des Lucioles - Les Algorithmes - b\u00e2t. Euclide B 06900 Sophia Antipolis - France)","institution_ids":["https://openalex.org/I4210106479"]},{"raw_affiliation_string":"Laboratoire I3S - SIS - Signal, Images et Syst\u00e8mes (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4210106479","https://openalex.org/I4390039363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015307055","display_name":"Laurent Albera","orcid":"https://orcid.org/0000-0002-2109-5649"},"institutions":[{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Albera","raw_affiliation_strings":["University of Rennes, Laboratoire Traitement du Signal et de l'Image","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Mod\u00e9lisation Audio (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rennes, Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]},{"raw_affiliation_string":"PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Mod\u00e9lisation Audio (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033972557","display_name":"Pierre Comon","orcid":"https://orcid.org/0000-0001-9436-9228"},"institutions":[{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Comon","raw_affiliation_strings":["Gipsa-Lab, Grenoble, France","GIPSA-CICS - GIPSA - Communication Information and Complex Systems (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gipsa-Lab, Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"GIPSA-CICS - GIPSA - Communication Information and Complex Systems (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","institution_ids":["https://openalex.org/I4210124956"]}]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Remi Gribonval","raw_affiliation_strings":["Inria","PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Mod\u00e9lisation Audio (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Mod\u00e9lisation Audio (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086139129","display_name":"Fabrice Wendling","orcid":"https://orcid.org/0000-0003-2428-9665"},"institutions":[{"id":"https://openalex.org/I4210088869","display_name":"Institut National de Recherche en Sant\u00e9 Publique","ror":"https://ror.org/005haay02","country_code":"ML","type":"government","lineage":["https://openalex.org/I4210088869"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]}],"countries":["FR","ML"],"is_corresponding":false,"raw_author_name":"Fabrice Wendling","raw_affiliation_strings":["Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","institution_ids":["https://openalex.org/I4210088869"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042819031","display_name":"Isabelle Merlet","orcid":"https://orcid.org/0000-0003-2590-6848"},"institutions":[{"id":"https://openalex.org/I4210088869","display_name":"Institut National de Recherche en Sant\u00e9 Publique","ror":"https://ror.org/005haay02","country_code":"ML","type":"government","lineage":["https://openalex.org/I4210088869"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]}],"countries":["FR","ML"],"is_corresponding":false,"raw_author_name":"Isabelle Merlet","raw_affiliation_strings":["Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","institution_ids":["https://openalex.org/I4210088869"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1428,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.95690939,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"32","issue":"6","first_page":"100","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9991000294685364,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983000159263611,"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/T12603","display_name":"NMR spectroscopy and applications","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identifiability","display_name":"Identifiability","score":0.8477405309677124},{"id":"https://openalex.org/keywords/underdetermined-system","display_name":"Underdetermined system","score":0.8186724185943604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7103085517883301},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.69375079870224},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5560217499732971},{"id":"https://openalex.org/keywords/magnetoencephalography","display_name":"Magnetoencephalography","score":0.4850563108921051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46086108684539795},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.45788681507110596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42192745208740234},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.371367484331131},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3681592047214508},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.29660868644714355},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.20612818002700806},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19489729404449463}],"concepts":[{"id":"https://openalex.org/C122770356","wikidata":"https://www.wikidata.org/wiki/Q1656753","display_name":"Identifiability","level":2,"score":0.8477405309677124},{"id":"https://openalex.org/C179690561","wikidata":"https://www.wikidata.org/wiki/Q4316110","display_name":"Underdetermined system","level":2,"score":0.8186724185943604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103085517883301},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.69375079870224},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5560217499732971},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.4850563108921051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46086108684539795},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.45788681507110596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42192745208740234},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.371367484331131},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3681592047214508},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.29660868644714355},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.20612818002700806},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19489729404449463},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msp.2015.2413711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2015.2413711","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01190559v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01190559","pdf_url":"https://hal.science/hal-01190559v1/document","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":"http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7298573","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01190559v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01190559","pdf_url":"https://hal.science/hal-01190559v1/document","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":"http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7298573","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1172442393","display_name":null,"funder_award_id":"0309 01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4048341425","display_name":null,"funder_award_id":"2010 BLAN 0309 01","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"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1921756296.pdf","grobid_xml":"https://content.openalex.org/works/W1921756296.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W245658","https://openalex.org/W1919862939","https://openalex.org/W1941099773","https://openalex.org/W1980405727","https://openalex.org/W1983576072","https://openalex.org/W1992776590","https://openalex.org/W2001428189","https://openalex.org/W2001916104","https://openalex.org/W2004487362","https://openalex.org/W2007364043","https://openalex.org/W2008204492","https://openalex.org/W2013150886","https://openalex.org/W2016980059","https://openalex.org/W2017408522","https://openalex.org/W2025603201","https://openalex.org/W2031425398","https://openalex.org/W2037420423","https://openalex.org/W2040986149","https://openalex.org/W2043595292","https://openalex.org/W2045887127","https://openalex.org/W2049633694","https://openalex.org/W2055967142","https://openalex.org/W2065919982","https://openalex.org/W2069520405","https://openalex.org/W2071841247","https://openalex.org/W2072640712","https://openalex.org/W2073175108","https://openalex.org/W2076776015","https://openalex.org/W2083003685","https://openalex.org/W2085300014","https://openalex.org/W2090530235","https://openalex.org/W2091058894","https://openalex.org/W2091421749","https://openalex.org/W2100556411","https://openalex.org/W2108833652","https://openalex.org/W2114070512","https://openalex.org/W2120078534","https://openalex.org/W2120625852","https://openalex.org/W2126700042","https://openalex.org/W2127655853","https://openalex.org/W2127786259","https://openalex.org/W2136760486","https://openalex.org/W2137003028","https://openalex.org/W2146157652","https://openalex.org/W2155136387","https://openalex.org/W2157308590","https://openalex.org/W2159328772","https://openalex.org/W2164278908","https://openalex.org/W2164696938","https://openalex.org/W2166471921","https://openalex.org/W2171713657","https://openalex.org/W2296319761","https://openalex.org/W2323989441","https://openalex.org/W2512603352","https://openalex.org/W2728702925","https://openalex.org/W2954799503","https://openalex.org/W4250543537","https://openalex.org/W4250589301","https://openalex.org/W4292363360","https://openalex.org/W6683163926"],"related_works":["https://openalex.org/W2724847603","https://openalex.org/W2034041141","https://openalex.org/W2184661725","https://openalex.org/W112856298","https://openalex.org/W2573470972","https://openalex.org/W4380785434","https://openalex.org/W2138863404","https://openalex.org/W2542120579","https://openalex.org/W2164966889","https://openalex.org/W2366850074"],"abstract_inverted_index":{"A":[0],"number":[1,65],"of":[2,66,75,95,105,116,123,126,141],"application":[3,114],"areas":[4],"such":[5,17],"as":[6],"biomedical":[7,142],"engineering":[8],"require":[9],"solving":[10],"an":[11,63,121],"underdetermined":[12],"linear":[13],"inverse":[14,51],"problem.":[15],"In":[16,87],"a":[18,72,93,103],"case,":[19],"it":[20],"is":[21,34,84],"necessary":[22],"to":[23,29,62],"make":[24],"assumptions":[25],"on":[26,99,130],"the":[27,41,76,96,106,124,139],"sources":[28],"restore":[30],"identifiability.":[31],"This":[32,50],"problem":[33,52],"encountered":[35],"in":[36,138],"brain-source":[37],"imaging":[38,143],"when":[39],"identifying":[40],"source":[42],"signals":[43],"from":[44],"noisy":[45],"electroencephalographic":[46],"or":[47],"magnetoencephalographic":[48],"measurements.":[49],"has":[53],"been":[54],"widely":[55],"studied":[56],"during":[57],"recent":[58],"decades,":[59],"giving":[60],"rise":[61],"impressive":[64],"methods":[67,129],"using":[68],"different":[69],"priors.":[70],"Nevertheless,":[71],"thorough":[73],"study":[74],"latter,":[77],"including":[78],"especially":[79],"sparse":[80],"and":[81,108,113,119],"tensor-based":[82],"approaches,":[83],"still":[85],"missing.":[86],"this":[88],"article,":[89],"we":[90],"propose":[91],"1)":[92],"taxonomy":[94],"algorithms":[97],"based":[98],"methodological":[100],"considerations;":[101],"2)":[102],"discussion":[104],"identifiability":[107],"convergence":[109],"properties,":[110],"advantages,":[111],"drawbacks,":[112],"domains":[115],"various":[117],"techniques;":[118],"3)":[120],"illustration":[122],"performance":[125],"seven":[127],"selected":[128],"identical":[131],"data":[132],"sets.":[133],"Directions":[134],"for":[135],"future":[136],"research":[137],"area":[140],"are":[144],"eventually":[145],"provided.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":8}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
