{"id":"https://openalex.org/W1970758917","doi":"https://doi.org/10.1063/1.4915254","title":"Independent component analysis of EEG dipole source localization in resting and action state of brain","display_name":"Independent component analysis of EEG dipole source localization in resting and action state of brain","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1970758917","doi":"https://doi.org/10.1063/1.4915254","mag":"1970758917"},"language":"en","primary_location":{"id":"doi:10.1063/1.4915254","doi":"https://doi.org/10.1063/1.4915254","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.4915254","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-abstract","is_traditional":false,"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/A5000658569","display_name":"Ahmed Fadhil Almurshedi","orcid":"https://orcid.org/0000-0002-7461-7957","observed_orcids":["https://orcid.org/0000-0002-7461-7957"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmed Almurshedi","raw_affiliation_strings":["Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Johor, Malaysia","UniversitI Teknologi Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"UniversitI Teknologi Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068550555","display_name":"Abd Khamim Ismail","orcid":"https://orcid.org/0000-0002-0158-121X","observed_orcids":["https://orcid.org/0000-0002-0158-121X"]},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abd Khamim Ismail","raw_affiliation_strings":["Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Johor, Malaysia","Department of Physics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Faculty of Science, Universiti Teknologi Malaysia, 81310 Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Department of Physics","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1657","issue":null,"first_page":"060002","last_page":"060002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976000189781189,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976000189781189,"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":0.0010999999940395355,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.0006000000284984708,"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/eeg-source-localization","display_name":"EEG source localization","score":0.9760000109672546},{"id":"https://openalex.org/keywords/current-dipole-model","display_name":"current dipole model","score":0.7070000171661377},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"independent component analysis","score":0.8610000014305115},{"id":"https://openalex.org/keywords/resting-state","display_name":"resting state","score":0.6700000166893005},{"id":"https://openalex.org/keywords/alpha-band","display_name":"alpha band","score":0.5600000023841858},{"id":"https://openalex.org/keywords/cross-coherence","display_name":"cross-coherence","score":0.5360000133514404},{"id":"https://openalex.org/keywords/interhemispheric-coherence","display_name":"interhemispheric coherence","score":0.746999979019165},{"id":"https://openalex.org/keywords/eeg-spectral-power","display_name":"EEG spectral power","score":0.4659999907016754}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7182856798171997},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.6913168430328369},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.6371725797653198},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.5257704257965088},{"id":"https://openalex.org/C2781331714","wikidata":"https://www.wikidata.org/wiki/Q1163768","display_name":"Current source","level":3,"score":0.522236704826355},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4881818890571594},{"id":"https://openalex.org/C173523689","wikidata":"https://www.wikidata.org/wiki/Q215589","display_name":"Dipole","level":2,"score":0.4610229432582855},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4435606598854065},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.3584635853767395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3515779972076416},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.2733744978904724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25424307584762573},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23786333203315735},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.4915254","doi":"https://doi.org/10.1063/1.4915254","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.4915254","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46810001134872437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2158947615","https://openalex.org/W2384654666","https://openalex.org/W2103314750","https://openalex.org/W26283187","https://openalex.org/W1555594295","https://openalex.org/W2542032590","https://openalex.org/W2102305801","https://openalex.org/W1762948893","https://openalex.org/W1573416679","https://openalex.org/W1597969273"],"abstract_inverted_index":{"EEG":[0,119],"source":[1,35],"localization":[2,56],"was":[3,139],"studied":[4],"in":[5,39,43,87,157,179,186,202],"order":[6],"to":[7,84,98],"determine":[8],"the":[9,12,19,23,49,72,187,199,203],"location":[10],"of":[11,46,74,107,118,135,153,163,182],"brain":[13,47,154,183],"sources":[14,55],"that":[15,129,169,185,194],"are":[16,37,57,101,121,155],"responsible":[17,38],"for":[18],"measured":[20,50,58],"potentials":[21,196],"at":[22],"scalp":[24,105],"electrodes":[25],"using":[26,66],"EEGLAB":[27,89],"with":[28,71],"Independent":[29],"Component":[30],"Analysis":[31],"(ICA)":[32],"algorithm.":[33],"Neuron":[34],"locations":[36],"generating":[40],"current":[41,53,63],"dipoles":[42],"different":[44],"states":[45,134],"through":[48],"potentials.":[51],"The":[52,103,190],"dipole":[54,64,82],"by":[59],"fitting":[60],"an":[61,88],"equivalent":[62],"model":[65],"a":[67],"non-linear":[68],"optimization":[69],"technique":[70],"implementation":[73],"standardized":[75],"boundary":[76],"element":[77],"head":[78],"model.":[79],"To":[80],"fit":[81],"models":[83],"ICA":[85,91],"components":[86,97],"dataset,":[90],"decomposition":[92],"is":[93,171],"performed":[94],"and":[95,111,115,132,145,160,176],"appropriate":[96],"be":[99],"fitted":[100],"selected.":[102],"topographical":[104],"distributions":[106],"delta,":[108],"theta,":[109],"alpha,":[110],"beta":[112],"power":[113],"spectrum":[114],"cross":[116,166],"coherence":[117,167,173],"signals":[120],"observed.":[122],"In":[123],"close":[124],"eyes":[125],"condition":[126],"it":[127],"shows":[128],"during":[130],"resting":[131,159,188],"action":[133,161,180],"brain,":[136],"alpha":[137],"band":[138],"activated":[140],"from":[141,198],"occipital":[142],"(O1,":[143],"O2)":[144],"partial":[146],"(P3,":[147],"P4)":[148],"area.":[149],"Therefore,":[150],"parieto-occipital":[151],"area":[152],"active":[156],"both":[158],"state":[162,181],"brain.":[164,204],"However":[165],"tells":[168],"there":[170],"more":[172],"between":[174],"right":[175],"left":[177],"hemisphere":[178],"than":[184],"state.":[189],"preliminary":[191],"result":[192],"indicates":[193],"these":[195],"arise":[197],"same":[200],"generators":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}
