{"id":"https://openalex.org/W2899446840","doi":"https://doi.org/10.1109/embc.2018.8512189","title":"Complex Modulation Method for Measuring Cross-Frequency Coupling of Neural Oscillations","display_name":"Complex Modulation Method for Measuring Cross-Frequency Coupling of Neural Oscillations","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899446840","doi":"https://doi.org/10.1109/embc.2018.8512189","mag":"2899446840","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440386"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5024998805","display_name":"Urszula Malinowska","orcid":"https://orcid.org/0000-0001-8358-6024"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Urszula Malinowska","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, US","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073108752","display_name":"Magdalena Zieleniewska","orcid":null},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Magdalena Zieleniewska","raw_affiliation_strings":["Uniwersytet Warszawski, Warszawa, PL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uniwersytet Warszawski, Warszawa, PL","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010393001","display_name":"Dana Boatman\u2010Reich","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dana Boatman-Reich","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, US","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061476112","display_name":"Piotr J. Franaszczuk","orcid":"https://orcid.org/0000-0002-5166-4224"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piotr J. Franaszczuk","raw_affiliation_strings":["US Army Research Laboratory, Adelphi, MD, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"US Army Research Laboratory, Adelphi, MD, US","institution_ids":["https://openalex.org/I166416128"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"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":0.13829918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":null,"first_page":"255","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9958000183105469,"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/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.7008249759674072},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.6594458222389221},{"id":"https://openalex.org/keywords/electrocorticography","display_name":"Electrocorticography","score":0.6582943201065063},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.632250189781189},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.6030799150466919},{"id":"https://openalex.org/keywords/frequency-modulation","display_name":"Frequency modulation","score":0.5838838219642639},{"id":"https://openalex.org/keywords/amplitude","display_name":"Amplitude","score":0.5758149027824402},{"id":"https://openalex.org/keywords/amplitude-modulation","display_name":"Amplitude modulation","score":0.5520768165588379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5010113716125488},{"id":"https://openalex.org/keywords/phase-coherence","display_name":"Phase coherence","score":0.4574117362499237},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.44632384181022644},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.41851380467414856},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.41066810488700867},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3850018084049225},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.33374854922294617},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.24269118905067444},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19449684023857117},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15820282697677612},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.15051469206809998},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14174750447273254},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11361563205718994}],"concepts":[{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7008249759674072},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.6594458222389221},{"id":"https://openalex.org/C2780117969","wikidata":"https://www.wikidata.org/wiki/Q3587624","display_name":"Electrocorticography","level":3,"score":0.6582943201065063},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.632250189781189},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.6030799150466919},{"id":"https://openalex.org/C11930861","wikidata":"https://www.wikidata.org/wiki/Q181417","display_name":"Frequency modulation","level":3,"score":0.5838838219642639},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.5758149027824402},{"id":"https://openalex.org/C201905106","wikidata":"https://www.wikidata.org/wiki/Q183755","display_name":"Amplitude modulation","level":4,"score":0.5520768165588379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5010113716125488},{"id":"https://openalex.org/C2987132901","wikidata":"https://www.wikidata.org/wiki/Q193147","display_name":"Phase coherence","level":2,"score":0.4574117362499237},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.44632384181022644},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.41851380467414856},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.41066810488700867},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3850018084049225},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.33374854922294617},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.24269118905067444},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19449684023857117},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15820282697677612},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.15051469206809998},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14174750447273254},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11361563205718994},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","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":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440386","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440386","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310145","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1784971660","https://openalex.org/W1978389345","https://openalex.org/W1982695759","https://openalex.org/W2011709165","https://openalex.org/W2021620733","https://openalex.org/W2031495209","https://openalex.org/W2034685554","https://openalex.org/W2059295614","https://openalex.org/W2098280111","https://openalex.org/W2112463907","https://openalex.org/W2114846403","https://openalex.org/W2151693816","https://openalex.org/W2409461923","https://openalex.org/W2438729053","https://openalex.org/W2613525121"],"related_works":["https://openalex.org/W1996543123","https://openalex.org/W2010761432","https://openalex.org/W4388516297","https://openalex.org/W2186758735","https://openalex.org/W2519119624","https://openalex.org/W2373914979","https://openalex.org/W4250776294","https://openalex.org/W1506603020","https://openalex.org/W2797714058","https://openalex.org/W2109517829"],"abstract_inverted_index":{"There":[0],"is":[1],"growing":[2],"evidence":[3],"from":[4,70,115],"human":[5],"intracranial":[6],"electrocorticography":[7],"(ECoG)":[8],"studies":[9,26],"that":[10,123],"interactions":[11],"between":[12,82,135],"cortical":[13,84],"frequencies":[14],"are":[15],"important":[16],"for":[17],"sensory":[18],"perception,":[19],"cognition":[20],"and":[21,67,90,132],"inter-regional":[22],"neuronal":[23,141],"communication.":[24],"Recent":[25],"have":[27],"focused":[28],"mainly":[29],"on":[30,47],"the":[31,56,71,116,138],"strength":[32],"of":[33,49,140],"phase-amplitude":[34,110,131],"coupling":[35,54,81,111,125],"in":[36,55,95,129],"cross-frequency":[37,53,124],"interactions.":[38,143],"Here,":[39],"we":[40],"introduce":[41],"a":[42],"complex":[43,64,105],"modulation":[44,106],"method":[45,77],"based":[46],"measures":[48,69,112],"coherence":[50,68],"to":[51,78],"investigate":[52],"neural":[57],"time":[58],"series.":[59],"This":[60],"novel":[61],"approach":[62],"uses":[63],"demodulation":[65],"transform":[66],"transformed":[72],"signals.":[73],"We":[74,103],"used":[75],"this":[76],"quantify":[79],"power":[80,133],"two":[83],"frequency":[85],"bands:":[86],"theta":[87],"(47":[88],"Hz)":[89,94],"high":[91],"gamma":[92],"(70-150":[93],"ECoG":[96,118],"signals":[97],"recorded":[98],"during":[99],"an":[100],"auditory":[101],"task.":[102],"compared":[104],"results":[107,121],"with":[108],"traditional":[109],"(PAC)":[113],"derived":[114],"same":[117],"dataset.":[119],"Our":[120],"suggest":[122],"may":[126],"involve":[127],"changes":[128],"both":[130],"relationships":[134],"frequencies,":[136],"reflecting":[137],"complexity":[139],"oscillatory":[142]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
