{"id":"https://openalex.org/W2133905453","doi":"https://doi.org/10.1109/icassp.2010.5495153","title":"Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation","display_name":"Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2133905453","doi":"https://doi.org/10.1109/icassp.2010.5495153","mag":"2133905453"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2010.5495153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},"type":"article","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/A5033484231","display_name":"Martin Luessi","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES","US"],"is_corresponding":true,"raw_author_name":"Martin Luessi","raw_affiliation_strings":["Department of EECS, Northwestern University, Evanston, IL, USA","Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107868098","display_name":"S. Derin Babacan","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"S. Derin Babacan","raw_affiliation_strings":["Department of EECS, Northwestern University, Evanston, IL, USA","Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023830568","display_name":"Rafael Molina","orcid":"https://orcid.org/0000-0003-4694-8588"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Molina","raw_affiliation_strings":["Departamento de Ciencias, de la Computaci\u00f3n e I.A., Universidad de Granada, Granada, Spain","Departamento de Ciencias, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias, de la Computaci\u00f3n e I.A., Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Departamento de Ciencias, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082386973","display_name":"James R. Booth","orcid":"https://orcid.org/0000-0003-3101-5611"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"James R. Booth","raw_affiliation_strings":["Department of Com. Sciences and Disorders, Northwestern University, Evanston, IL, USA","Dept. of Com. Sciences and Disorders de la Computaci\u00f2n e I.A., Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Com. Sciences and Disorders, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Dept. of Com. Sciences and Disorders de la Computaci\u00f2n e I.A., Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048650003","display_name":"Aggelos K. Katsaggelos","orcid":"https://orcid.org/0000-0003-4554-0070"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]},{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"Aggelos K. Katsaggelos","raw_affiliation_strings":["Department of EECS, Northwestern University, Evanston, IL, USA","Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain"],"affiliations":[{"raw_affiliation_string":"Department of EECS, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Dept. of EECS, Northwestern University, Evanston, IL 60208, USA Universidad de Granada, 18071, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033484231"],"corresponding_institution_ids":["https://openalex.org/I111979921","https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19497015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"638","last_page":"641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994000196456909,"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/T10860","display_name":"Speech and Audio Processing","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.8083748817443848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6733892560005188},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6703874468803406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6449764370918274},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5503062605857849},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5293247103691101},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5210244655609131},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4693366587162018},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33347058296203613},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.2865147888660431},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07226479053497314}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8083748817443848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6733892560005188},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6703874468803406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6449764370918274},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5503062605857849},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5293247103691101},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5210244655609131},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4693366587162018},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33347058296203613},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2865147888660431},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07226479053497314},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/icassp.2010.5495153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.212.961","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.212.961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://decsai.ugr.es/vip/files/conferences/icassp2010fmri_EEG.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1541214133","https://openalex.org/W2006096283","https://openalex.org/W2072786348","https://openalex.org/W2084333685","https://openalex.org/W2119695388","https://openalex.org/W2139368301"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W2562263695","https://openalex.org/W2015518264","https://openalex.org/W2135187896","https://openalex.org/W2147201983","https://openalex.org/W2795035211","https://openalex.org/W2160108762","https://openalex.org/W1718066205"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,18,25,56],"symmetrical":[6],"EEG/fMRI":[7,70],"fusion":[8,59,71],"algorithm":[9,67],"which":[10],"combines":[11],"EEG":[12],"and":[13,54],"fMRI":[14],"by":[15],"means":[16],"of":[17,24,43],"common":[19],"generative":[20],"model.":[21],"The":[22],"use":[23],"total":[26],"variation":[27],"(TV)":[28],"prior":[29],"as":[30,32],"well":[31],"spatially":[33],"adaptive":[34],"temporal":[35],"priors":[36],"enables":[37],"adaptation":[38],"to":[39],"the":[40,44,65],"local":[41],"characteristics":[42],"estimated":[45],"responses.":[46],"We":[47],"utilize":[48],"an":[49],"approximate":[50],"variational":[51],"Bayesian":[52],"framework":[53],"obtain":[55],"fully":[57],"automatic":[58],"algorithm.":[60],"Simulation":[61],"results":[62],"demonstrate":[63],"that":[64],"proposed":[66],"outperforms":[68],"existing":[69],"methods.":[72]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
