{"id":"https://openalex.org/W3013224731","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9049060","title":"Emotion Discrimination through Electrode Network Connectivity Pattern Recognition","display_name":"Emotion Discrimination through Electrode Network Connectivity Pattern Recognition","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3013224731","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9049060","mag":"3013224731"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf44664.2019.9049060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9049060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"conference-paper","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/A5053148074","display_name":"Qi Cheng","orcid":"https://orcid.org/0000-0002-2123-9139"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Cheng","raw_affiliation_strings":["Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","Lawrence Livermore National Laboratory, Livermore, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019981495","display_name":"Alan D. Kaplan","orcid":"https://orcid.org/0000-0002-4999-7687"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan D. Kaplan","raw_affiliation_strings":["Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","Lawrence Livermore National Laboratory, Livermore, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044180963","display_name":"Piyush Karande","orcid":"https://orcid.org/0000-0002-0327-1936"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piyush Karande","raw_affiliation_strings":["Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","Lawrence Livermore National Laboratory, Livermore, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory,Livermore,CA,USA,94550","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050078508","display_name":"Maryam Bijanzadeh","orcid":"https://orcid.org/0000-0002-9060-8129"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maryam Bijanzadeh","raw_affiliation_strings":["University of California,San Francisco,CA,USA,94150","University of California, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,San Francisco,CA,USA,94150","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068672154","display_name":"Heather E. Dawes","orcid":"https://orcid.org/0000-0002-8636-1602"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather Dawes","raw_affiliation_strings":["University of California,San Francisco,CA,USA,94150","University of California, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,San Francisco,CA,USA,94150","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091099837","display_name":"Edward F. Chang","orcid":"https://orcid.org/0000-0003-2480-4700"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Chang","raw_affiliation_strings":["University of California,San Francisco,CA,USA,94150","University of California, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,San Francisco,CA,USA,94150","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26002567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2139","last_page":"2143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10241","display_name":"Functional Brain Connectivity Studies","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/T10581","display_name":"Neural dynamics and brain function","score":0.9983999729156494,"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/discriminative-model","display_name":"Discriminative model","score":0.8150113224983215},{"id":"https://openalex.org/keywords/electrocorticography","display_name":"Electrocorticography","score":0.6668057441711426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6112548112869263},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5285022854804993},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5201019048690796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48761335015296936},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4726406931877136},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.37986060976982117},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35115787386894226},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.25414273142814636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23283866047859192},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2064591646194458}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8150113224983215},{"id":"https://openalex.org/C2780117969","wikidata":"https://www.wikidata.org/wiki/Q3587624","display_name":"Electrocorticography","level":3,"score":0.6668057441711426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6112548112869263},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5285022854804993},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5201019048690796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48761335015296936},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4726406931877136},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.37986060976982117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35115787386894226},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.25414273142814636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23283866047859192},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2064591646194458},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf44664.2019.9049060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9049060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1515523742","https://openalex.org/W2004045253","https://openalex.org/W2007516893","https://openalex.org/W2007554378","https://openalex.org/W2042770382","https://openalex.org/W2048857879","https://openalex.org/W2091041045","https://openalex.org/W2104933073","https://openalex.org/W2135825876","https://openalex.org/W2137552275","https://openalex.org/W2148143831","https://openalex.org/W2152389887","https://openalex.org/W2161164684","https://openalex.org/W2607034468","https://openalex.org/W2891509242","https://openalex.org/W2949785463","https://openalex.org/W2962896355","https://openalex.org/W6675634716","https://openalex.org/W6683751069"],"related_works":["https://openalex.org/W2186758735","https://openalex.org/W2519119624","https://openalex.org/W4389116644","https://openalex.org/W2067046547","https://openalex.org/W2153315159","https://openalex.org/W3198339856","https://openalex.org/W3103844505","https://openalex.org/W2086943057","https://openalex.org/W259157601","https://openalex.org/W4205463238"],"abstract_inverted_index":{"Real-time":[0],"emotional":[1,37],"state":[2],"recognition":[3],"from":[4],"neural":[5],"activities":[6,34],"has":[7],"great":[8],"potentials,":[9],"e.g.,":[10],"enabling":[11],"closed-loop":[12],"systems":[13],"to":[14,31,44],"treat":[15],"neuropsychiatric":[16],"disorders.":[17],"Besides":[18],"its":[19],"utility":[20],"in":[21,59,105,119,131],"identifying":[22],"epileptogenic":[23],"brain":[24,33,116],"regions,":[25],"electrocorticography":[26],"(ECoG)":[27],"provides":[28],"the":[29,47,53,66,70,82,99,102,106,110,120,128,132],"opportunity":[30],"study":[32],"during":[35],"various":[36],"events.":[38],"In":[39],"this":[40],"study,":[41],"we":[42,64],"aim":[43],"test":[45],"if":[46],"second":[48],"order":[49],"statistics":[50],"such":[51],"as":[52,69],"electrode":[54],"network":[55],"connectivity":[56,71,83,123],"are":[57,94,125],"relevant":[58],"discriminating":[60],"different":[61],"emotions.":[62],"Specifically,":[63],"adopt":[65],"statistical":[67],"dependence":[68],"measure":[72],"and":[73,91],"use":[74],"sparse":[75],"logistic":[76],"regression":[77],"for":[78],"classification":[79],"based":[80],"on":[81],"features.":[84],"The":[85,114],"practical":[86],"issues":[87],"of":[88],"limited":[89],"samples":[90],"imbalanced":[92],"data":[93,100],"addressed.":[95],"We":[96],"show":[97],"that":[98],"with":[101,127],"highest":[103],"synchronization":[104],"\u03b3":[107],"band":[108],"provide":[109],"most":[111,121],"competitive":[112],"performance.":[113],"identified":[115],"regions":[117],"involved":[118],"discriminative":[122],"patterns":[124],"consistent":[126],"previous":[129],"findings":[130],"literature.":[133]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
