{"id":"https://openalex.org/W2303586910","doi":"https://doi.org/10.1155/2016/3979547","title":"MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters","display_name":"MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2303586910","doi":"https://doi.org/10.1155/2016/3979547","mag":"2303586910","pmid":"https://pubmed.ncbi.nlm.nih.gov/27092179"},"language":"en","primary_location":{"id":"doi:10.1155/2016/3979547","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/3979547","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/3979547.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2016/3979547.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043842123","display_name":"Ana-Sof\u00eda Hincapi\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]},{"id":"https://openalex.org/I4210095118","display_name":"Centre de Recherche en Neurosciences de Lyon","ror":"https://ror.org/00pdd0432","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095118","https://openalex.org/I4210096427","https://openalex.org/I4405259976"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA","CL","FR"],"is_corresponding":false,"raw_author_name":"Ana-Sof\u00eda Hincapi\u00e9","raw_affiliation_strings":["Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile","Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","Psychology Department, University of Montreal, Montreal, QC, Canada H2V 2S9","School of Psychology and Interdisciplinary Center for Neurosciences, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210095118","https://openalex.org/I154526488","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Psychology Department, University of Montreal, Montreal, QC, Canada H2V 2S9","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"School of Psychology and Interdisciplinary Center for Neurosciences, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011754256","display_name":"Jan Kujala","orcid":"https://orcid.org/0000-0002-3056-753X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210095118","display_name":"Centre de Recherche en Neurosciences de Lyon","ror":"https://ror.org/00pdd0432","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095118","https://openalex.org/I4210096427","https://openalex.org/I4405259976"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","FR"],"is_corresponding":false,"raw_author_name":"Jan Kujala","raw_affiliation_strings":["Department of Neuroscience and Biomedical Engineering, Aalto University, 02150 Espoo, Finland","Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuroscience and Biomedical Engineering, Aalto University, 02150 Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210095118","https://openalex.org/I154526488","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014950715","display_name":"J\u00e9r\u00e9mie Mattout","orcid":"https://orcid.org/0000-0003-2659-6984"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210095118","display_name":"Centre de Recherche en Neurosciences de Lyon","ror":"https://ror.org/00pdd0432","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095118","https://openalex.org/I4210096427","https://openalex.org/I4405259976"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00e9mie Mattout","raw_affiliation_strings":["Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210095118","https://openalex.org/I154526488","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045568337","display_name":"S\u00e9bastien Daligault","orcid":"https://orcid.org/0000-0002-8296-238X"},"institutions":[{"id":"https://openalex.org/I4210112162","display_name":"Centre d'Exploration et de Recherche M\u00e9dicale par Emission de Positons","ror":"https://ror.org/023apm738","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210112162"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Daligault","raw_affiliation_strings":["MEG Center, CERMEP, 69675 Bron Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MEG Center, CERMEP, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210112162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022839007","display_name":"Claude Delpuech","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112162","display_name":"Centre d'Exploration et de Recherche M\u00e9dicale par Emission de Positons","ror":"https://ror.org/023apm738","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210112162"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Claude Delpuech","raw_affiliation_strings":["MEG Center, CERMEP, 69675 Bron Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MEG Center, CERMEP, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210112162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018322893","display_name":"Domingo Mery","orcid":"https://orcid.org/0000-0003-4748-3882"},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Domingo Mery","raw_affiliation_strings":["Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032969211","display_name":"Diego Cosmelli","orcid":"https://orcid.org/0000-0002-0012-4543"},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Diego Cosmelli","raw_affiliation_strings":["School of Psychology and Interdisciplinary Center for Neurosciences, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Psychology and Interdisciplinary Center for Neurosciences, Pontificia Universidad Cat\u00f3lica de Chile, 7820436 Santiago de Chile, Chile","institution_ids":["https://openalex.org/I162148367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051870567","display_name":"Karim Jerbi","orcid":"https://orcid.org/0000-0002-3790-9651"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210095118","display_name":"Centre de Recherche en Neurosciences de Lyon","ror":"https://ror.org/00pdd0432","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095118","https://openalex.org/I4210096427","https://openalex.org/I4405259976"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA","FR"],"is_corresponding":true,"raw_author_name":"Karim Jerbi","raw_affiliation_strings":["Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","Psychology Department, University of Montreal, Montreal, QC, Canada H2V 2S9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lyon Neuroscience Research Center, DyCog Team, Inserm U1028, CNRS UMR5292, 69675 Bron Cedex, France","institution_ids":["https://openalex.org/I4210095118","https://openalex.org/I154526488","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Psychology Department, University of Montreal, Montreal, QC, Canada H2V 2S9","institution_ids":["https://openalex.org/I70931966"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051870567"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210095118","https://openalex.org/I70931966"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.9844,"has_fulltext":true,"cited_by_count":47,"citation_normalized_percentile":{"value":0.74387163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"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/tikhonov-regularization","display_name":"Tikhonov regularization","score":0.9006475210189819},{"id":"https://openalex.org/keywords/lambda","display_name":"Lambda","score":0.6527459025382996},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6492142677307129},{"id":"https://openalex.org/keywords/regularization-perspectives-on-support-vector-machines","display_name":"Regularization perspectives on support vector machines","score":0.6047333478927612},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.47188177704811096},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.44412562251091003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44118767976760864},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4130805730819702},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.41192105412483215},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3908461332321167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3750428259372711},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.35783594846725464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3419998288154602},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3244241178035736},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2533380389213562},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2513523995876312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13830500841140747},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11514335870742798}],"concepts":[{"id":"https://openalex.org/C152442038","wikidata":"https://www.wikidata.org/wiki/Q2778212","display_name":"Tikhonov regularization","level":3,"score":0.9006475210189819},{"id":"https://openalex.org/C2778113609","wikidata":"https://www.wikidata.org/wiki/Q10897","display_name":"Lambda","level":2,"score":0.6527459025382996},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6492142677307129},{"id":"https://openalex.org/C141718189","wikidata":"https://www.wikidata.org/wiki/Q7309628","display_name":"Regularization perspectives on support vector machines","level":4,"score":0.6047333478927612},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.47188177704811096},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.44412562251091003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44118767976760864},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4130805730819702},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.41192105412483215},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3908461332321167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3750428259372711},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.35783594846725464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3419998288154602},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3244241178035736},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2533380389213562},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2513523995876312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13830500841140747},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11514335870742798},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015225","descriptor_name":"Magnetoencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015225","descriptor_name":"Magnetoencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015225","descriptor_name":"Magnetoencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2016/3979547","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/3979547","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/3979547.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:27092179","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27092179","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/25186","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/07794d7e-722e-4d28-b8e9-008c382f772b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:3802603","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4820599","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2016/3979547","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/3979547","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/3979547.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G14109637","display_name":null,"funder_award_id":"ANR-11-LABX-0042","funder_id":"https://openalex.org/F4320322892","funder_display_name":"Centre National de la Recherche Scientifique"},{"id":"https://openalex.org/G2635232966","display_name":null,"funder_award_id":"ANR-11-LABX-0042","funder_id":"https://openalex.org/F4320326804","funder_display_name":"Universit\u00e9 de Lyon"},{"id":"https://openalex.org/G2726473892","display_name":"PROJET AVENIR LYON SAINT-ETIENNE","funder_award_id":"ANR-11-IDEX-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3086990094","display_name":null,"funder_award_id":"1130758","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G3117456484","display_name":null,"funder_award_id":"ANR-11-IDEX-0007","funder_id":"https://openalex.org/F4320335860","funder_display_name":"Institut National de Physique Nucl\u00e9aire et de Physique des Particules"},{"id":"https://openalex.org/G4117573261","display_name":null,"funder_award_id":"RGPIN-2015-04854","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"},{"id":"https://openalex.org/G4803087097","display_name":null,"funder_award_id":"RGPIN-2015-04854","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G4866930200","display_name":null,"funder_award_id":"ANR-11-IDEX","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G560051739","display_name":null,"funder_award_id":"RGPIN-2015","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5651293219","display_name":null,"funder_award_id":"CC-IN2P3-CNRS","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G5701317573","display_name":null,"funder_award_id":"11-IDEX-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6330751892","display_name":null,"funder_award_id":"RGPIN-2015-04854","funder_id":"https://openalex.org/F4320321594","funder_display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas"},{"id":"https://openalex.org/G6363518038","display_name":null,"funder_award_id":"1130758","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"},{"id":"https://openalex.org/G6399532230","display_name":null,"funder_award_id":"CC-IN2P3-CNRS","funder_id":"https://openalex.org/F4320321594","funder_display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas"},{"id":"https://openalex.org/G6779752900","display_name":"Construction, Fonction Cognitive et R\u00e9habilitation du Cerveau","funder_award_id":"ANR-11-LABX-0042","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7211054625","display_name":null,"funder_award_id":"ANR-11-IDEX-0007","funder_id":"https://openalex.org/F4320326804","funder_display_name":"Universit\u00e9 de Lyon"},{"id":"https://openalex.org/G7439024497","display_name":null,"funder_award_id":"1130758","funder_id":"https://openalex.org/F4320321594","funder_display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas"},{"id":"https://openalex.org/G7506064073","display_name":null,"funder_award_id":"ANR-DEFIS 09-EMER-002 CoAdapt","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7839029212","display_name":null,"funder_award_id":"ANR-11-LABX-0042","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G888435651","display_name":null,"funder_award_id":"RGPIN-2015-04854","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G95808959","display_name":null,"funder_award_id":"CC-IN2P3-CNRS","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320311269","display_name":"KAUTE-S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/00zwv5854"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320321594","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320326451","display_name":"Fundaci\u00f3n para el futuro de Colombia","ror":null},{"id":"https://openalex.org/F4320326804","display_name":"Universit\u00e9 de Lyon","ror":"https://ror.org/01rk35k63"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"},{"id":"https://openalex.org/F4320335860","display_name":"Institut National de Physique Nucl\u00e9aire et de Physique des Particules","ror":"https://ror.org/03fd77x13"},{"id":"https://openalex.org/F4320337512","display_name":"Nuclear Physics","ror":"https://ror.org/02atag894"},{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2303586910.pdf","grobid_xml":"https://content.openalex.org/works/W2303586910.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W32160621","https://openalex.org/W58304991","https://openalex.org/W619145574","https://openalex.org/W1592097348","https://openalex.org/W1951380151","https://openalex.org/W1971980441","https://openalex.org/W1973042443","https://openalex.org/W1974554864","https://openalex.org/W1976526581","https://openalex.org/W1977463519","https://openalex.org/W1980216691","https://openalex.org/W1980480824","https://openalex.org/W1985634314","https://openalex.org/W1987333243","https://openalex.org/W2000384178","https://openalex.org/W2013150886","https://openalex.org/W2014502281","https://openalex.org/W2016980059","https://openalex.org/W2018305040","https://openalex.org/W2023231236","https://openalex.org/W2031425398","https://openalex.org/W2031604650","https://openalex.org/W2033498061","https://openalex.org/W2040737547","https://openalex.org/W2044560881","https://openalex.org/W2045125028","https://openalex.org/W2046592570","https://openalex.org/W2053429799","https://openalex.org/W2053938632","https://openalex.org/W2057491407","https://openalex.org/W2061059475","https://openalex.org/W2062890119","https://openalex.org/W2062962405","https://openalex.org/W2072786348","https://openalex.org/W2081249018","https://openalex.org/W2084164578","https://openalex.org/W2084333685","https://openalex.org/W2088766828","https://openalex.org/W2089093161","https://openalex.org/W2091421749","https://openalex.org/W2093295640","https://openalex.org/W2097355874","https://openalex.org/W2103152221","https://openalex.org/W2105400683","https://openalex.org/W2106822551","https://openalex.org/W2119416609","https://openalex.org/W2119656999","https://openalex.org/W2122418437","https://openalex.org/W2132721255","https://openalex.org/W2133478841","https://openalex.org/W2135001617","https://openalex.org/W2135595031","https://openalex.org/W2141227450","https://openalex.org/W2144031273","https://openalex.org/W2147899888","https://openalex.org/W2162652393","https://openalex.org/W2165411673","https://openalex.org/W2166073443","https://openalex.org/W2166471921","https://openalex.org/W2166474856","https://openalex.org/W4241074797"],"related_works":["https://openalex.org/W2366023887","https://openalex.org/W2062975788","https://openalex.org/W2388364587","https://openalex.org/W2935233291","https://openalex.org/W2374214022","https://openalex.org/W2385735574","https://openalex.org/W2030398504","https://openalex.org/W4298516010","https://openalex.org/W2050033254","https://openalex.org/W2075210326"],"abstract_inverted_index":{"Minimum":[0],"Norm":[1],"Estimation":[2],"(MNE)":[3],"is":[4,41,49,62],"an":[5],"inverse":[6],"solution":[7],"method":[8],"widely":[9],"used":[10],"to":[11,52,64,195],"reconstruct":[12],"the":[13,24,37,54,68,81,123,140,150,159,163,170,175,179],"source":[14,29,77],"time":[15],"series":[16],"that":[17,128,158],"underlie":[18],"magnetoencephalography":[19],"(MEG)":[20],"data.":[21],"MNE":[22],"addresses":[23],"ill-posed":[25],"nature":[26],"of":[27,75,97,105,107,146,162,172],"MEG":[28,76,98],"estimation":[30],"through":[31],"regularization":[32,39,83,125,189],"(e.g.,":[33],"Tikhonov":[34,124],"regularization).":[35],"Selecting":[36],"best":[38,151,180],"parameter":[40],"a":[42,58],"critical":[43],"step.":[44],"Generally,":[45],"once":[46],"set,":[47],"it":[48,61],"common":[50],"practice":[51],"keep":[53],"same":[55],"coefficient":[56],"throughout":[57],"study.":[59],"However,":[60],"yet":[63],"be":[65],"known":[66],"whether":[67],"optimal":[69,82,141],"lambda":[70,142,152],"for":[71,84,122,132,153,182],"spectral":[72],"power":[73,134,196],"analysis":[74],"data":[78],"coincides":[79],"with":[80,110],"source-level":[85],"oscillatory":[86,192],"coupling":[87,117,193],"analysis.":[88],"We":[89],"addressed":[90],"this":[91],"question":[92],"via":[93],"extensive":[94],"Monte-Carlo":[95],"simulations":[96],"data,":[99],"where":[100],"we":[101,120,156],"generated":[102],"21,600":[103],"configurations":[104],"pairs":[106],"coupled":[108],"sources":[109,165],"varying":[111],"sizes,":[112],"signal-to-noise":[113],"ratio":[114],"(SNR),":[115],"and":[116,135,166],"strengths.":[118],"Then,":[119],"searched":[121],"coefficients":[126],"(lambda)":[127],"maximize":[129],"detection":[130],"performance":[131],"(a)":[133],"(b)":[136],"coherence.":[137],"For":[138],"coherence,":[139],"was":[143],"two":[144],"orders":[145],"magnitude":[147],"smaller":[148],"than":[149],"power.":[154],"Moreover,":[155],"found":[157],"spatial":[160],"extent":[161,171],"interacting":[164],"SNR,":[167],"but":[168],"not":[169],"coupling,":[173],"were":[174],"main":[176],"parameters":[177],"affecting":[178],"choice":[181],"lambda.":[183],"Our":[184],"findings":[185],"suggest":[186],"using":[187],"less":[188],"when":[190],"measuring":[191],"compared":[194],"estimation.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
