{"id":"https://openalex.org/W1939482987","doi":"https://doi.org/10.1109/embc.2015.7318829","title":"Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks","display_name":"Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1939482987","doi":"https://doi.org/10.1109/embc.2015.7318829","mag":"1939482987","pmid":"https://pubmed.ncbi.nlm.nih.gov/26736729"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7318829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1604.02404","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Keith Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091839","display_name":"Alzheimer Scotland","ror":"https://ror.org/00ev71s96","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210091839"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keith Smith","raw_affiliation_strings":["Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh","The Institute of Digital Communications, King's Buildings, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh","institution_ids":["https://openalex.org/I4210091839","https://openalex.org/I98677209"]},{"raw_affiliation_string":"The Institute of Digital Communications, King's Buildings, Edinburgh, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hamed Azami","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamed Azami","raw_affiliation_strings":["The Institute of Digital Communications, King's Buildings, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of Digital Communications, King's Buildings, Edinburgh, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Javier Escudero","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Javier Escudero","raw_affiliation_strings":["The Institute of Digital Communications, King's Buildings, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of Digital Communications, King's Buildings, Edinburgh, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mario A. Parra","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091839","display_name":"Alzheimer Scotland","ror":"https://ror.org/00ev71s96","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210091839"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mario A. Parra","raw_affiliation_strings":["Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh","institution_ids":["https://openalex.org/I4210091839","https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":null,"display_name":"John M. Starr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091839","display_name":"Alzheimer Scotland","ror":"https://ror.org/00ev71s96","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210091839"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John M. Starr","raw_affiliation_strings":["Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh","institution_ids":["https://openalex.org/I4210091839","https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"10","issue":null,"first_page":"2207","last_page":"2210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9990000128746033,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5867999792098999},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5827999711036682},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5418000221252441},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5368000268936157},{"id":"https://openalex.org/keywords/beta","display_name":"BETA (programming language)","score":0.4580000042915344},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.43050000071525574},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4226999878883362},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4088999927043915},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.384799987077713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5921000242233276},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5867999792098999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5839999914169312},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5827999711036682},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5418000221252441},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5368000268936157},{"id":"https://openalex.org/C2776174256","wikidata":"https://www.wikidata.org/wiki/Q830842","display_name":"BETA (programming language)","level":2,"score":0.4580000042915344},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.43050000071525574},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4088999927043915},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.384799987077713},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36390000581741333},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C119653847","wikidata":"https://www.wikidata.org/wiki/Q1327780","display_name":"Elementary cognitive task","level":3,"score":0.3375999927520752},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.3116999864578247},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C58632812","wikidata":"https://www.wikidata.org/wiki/Q7936625","display_name":"Visual short-term memory","level":4,"score":0.2759999930858612},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.26030001044273376},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C95986675","wikidata":"https://www.wikidata.org/wiki/Q185168","display_name":"Quantitative analysis (chemistry)","level":2,"score":0.2547999918460846},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.25459998846054077}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7318829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7318829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26736729","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26736729","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:arXiv.org:1604.02404","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02404","pdf_url":"https://arxiv.org/pdf/1604.02404","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1604.02404","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.02404","pdf_url":"https://arxiv.org/pdf/1604.02404","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3746545211","display_name":null,"funder_award_id":"1647466","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1966641148","https://openalex.org/W1972927034","https://openalex.org/W1973705647","https://openalex.org/W1990207779","https://openalex.org/W2049543102","https://openalex.org/W2070854761","https://openalex.org/W2074077192","https://openalex.org/W2079426910","https://openalex.org/W2087938247","https://openalex.org/W2099550030","https://openalex.org/W2109582949","https://openalex.org/W2121594036","https://openalex.org/W2125754969","https://openalex.org/W2148155494","https://openalex.org/W2166073443","https://openalex.org/W2167822639","https://openalex.org/W2294067812","https://openalex.org/W4238452917","https://openalex.org/W4255306344","https://openalex.org/W6602926902","https://openalex.org/W6650180250"],"related_works":[],"abstract_inverted_index":{"We":[0,39],"analyse":[1],"the":[2,6,31,59,71,87,107,123,127,143,147],"electroencephalogram":[3],"signals":[4],"in":[5,30,122,142,160],"beta":[7],"band":[8],"of":[9,33,67,75,94,126,146,164],"working":[10],"memory":[11],"representation":[12],"recorded":[13],"from":[14],"young":[15],"healthy":[16],"volunteers":[17],"performing":[18],"several":[19],"different":[20],"Visual":[21],"Short-Term":[22],"Memory":[23],"(VSTM)":[24],"tasks":[25,117,138],"which":[26,77],"have":[27],"proven":[28],"useful":[29],"assessment":[32],"clinical":[34],"and":[35,54,114],"preclinical":[36],"Alzheimer's":[37],"disease.":[38],"compare":[40],"network":[41,49,68,96],"analysis":[42,50,69],"using":[43,52],"Maximum":[44],"Spanning":[45],"Trees":[46],"(MSTs)":[47],"with":[48],"obtained":[51],"20%":[53],"25%":[55],"connection":[56],"thresholds":[57,76,108],"on":[58],"VSTM":[60],"data.":[61],"MSTs":[62,91,99],"are":[63,78,120,134,139],"a":[64,157],"promising":[65],"method":[66],"negating":[70],"more":[72],"classical":[73],"use":[74],"so":[79],"far":[80],"chosen":[81],"arbitrarily.":[82],"However,":[83],"we":[84],"find":[85,102],"that":[86,153],"threshold":[88],"analyses":[89],"outperforms":[90],"for":[92,141,162],"detection":[93,163],"functional":[95],"differences.":[97,105,167],"Particularly,":[98],"fail":[100],"to":[101],"any":[103],"significant":[104,110,158],"Further,":[106],"detect":[109],"differences":[111,133],"between":[112],"shape":[113],"shape-colour":[115],"binding":[116],"when":[118,136],"these":[119,137],"tested":[121,140],"left":[124],"side":[125,145],"display":[128,148],"screen,":[129],"but":[130],"no":[131],"such":[132],"detected":[135],"right":[144],"screen.":[149],"This":[150],"provides":[151],"evidence":[152],"contralateral":[154],"activity":[155],"is":[156],"factor":[159],"sensitivity":[161],"cognitive":[165],"task":[166]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2016-06-24T00:00:00"}
