{"id":"https://openalex.org/W7116749969","doi":"https://doi.org/10.1145/3774976.3774984","title":"Decoding Auditory Neural Representation Based on SERF-MEG and EEG","display_name":"Decoding Auditory Neural Representation Based on SERF-MEG and EEG","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W7116749969","doi":"https://doi.org/10.1145/3774976.3774984"},"language":null,"primary_location":{"id":"doi:10.1145/3774976.3774984","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774976.3774984","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774976.3774984","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006801861","display_name":"Changzeng Liu","orcid":"https://orcid.org/0009-0006-4251-9427"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changzeng Liu","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034484069","display_name":"Huanqi Wu","orcid":"https://orcid.org/0000-0001-5728-7418"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanqi Wu","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120969119","display_name":"Xiaoyu Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Liang","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108491142","display_name":"Yi-Tian Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120982755","display_name":"Min Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Xiang","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121018642","display_name":"Yuyu Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyu Ma","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120982524","display_name":"Xiaolin Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Ning","raw_affiliation_strings":["School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5006801861"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66380726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.5307999849319458,"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":0.5307999849319458,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.23080000281333923,"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":0.05050000175833702,"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/magnetoencephalography","display_name":"Magnetoencephalography","score":0.8503999710083008},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6983000040054321},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6323000192642212},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.6322000026702881},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.478300005197525},{"id":"https://openalex.org/keywords/auditory-cortex","display_name":"Auditory cortex","score":0.4771000146865845},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47290000319480896},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4424000084400177},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.4359000027179718}],"concepts":[{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.8503999710083008},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6983000040054321},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6323000192642212},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.6322000026702881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.631600022315979},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5285999774932861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49059998989105225},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.478300005197525},{"id":"https://openalex.org/C2780297895","wikidata":"https://www.wikidata.org/wiki/Q18676","display_name":"Auditory cortex","level":2,"score":0.4771000146865845},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47290000319480896},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4424000084400177},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.42250001430511475},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.3978999853134155},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.3804999887943268},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.3303000032901764},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.328000009059906},{"id":"https://openalex.org/C38129911","wikidata":"https://www.wikidata.org/wiki/Q4820038","display_name":"Auditory scene analysis","level":3,"score":0.3276999890804291},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.31279999017715454},{"id":"https://openalex.org/C3020799230","wikidata":"https://www.wikidata.org/wiki/Q160289","display_name":"Auditory perception","level":3,"score":0.2962999939918518},{"id":"https://openalex.org/C73208851","wikidata":"https://www.wikidata.org/wiki/Q5157303","display_name":"Computational auditory scene analysis","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C21715850","wikidata":"https://www.wikidata.org/wiki/Q2720968","display_name":"Mismatch negativity","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C2777443451","wikidata":"https://www.wikidata.org/wiki/Q821413","display_name":"Auditory system","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.2547000050544739},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774976.3774984","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774976.3774984","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774976.3774984","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774976.3774984","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4180157482624054,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1966206996","https://openalex.org/W1997673221","https://openalex.org/W1998644904","https://openalex.org/W2007475263","https://openalex.org/W2008607598","https://openalex.org/W2027481435","https://openalex.org/W2036084760","https://openalex.org/W2037320241","https://openalex.org/W2037504148","https://openalex.org/W2040739363","https://openalex.org/W2062204573","https://openalex.org/W2066484956","https://openalex.org/W2109762581","https://openalex.org/W2110283892","https://openalex.org/W2120263555","https://openalex.org/W2123923307","https://openalex.org/W2153633111","https://openalex.org/W2160654481","https://openalex.org/W2171264580","https://openalex.org/W2173077013","https://openalex.org/W2589221278","https://openalex.org/W2792951380","https://openalex.org/W2794345050","https://openalex.org/W2902687238","https://openalex.org/W2950397252","https://openalex.org/W3003425504","https://openalex.org/W3011471703","https://openalex.org/W3043396847","https://openalex.org/W3117683291","https://openalex.org/W3137867360","https://openalex.org/W3156243812","https://openalex.org/W3195913606","https://openalex.org/W3200311111","https://openalex.org/W4200420115","https://openalex.org/W4252684946","https://openalex.org/W4283731272","https://openalex.org/W4380319220","https://openalex.org/W4393966086","https://openalex.org/W4394765400"],"related_works":[],"abstract_inverted_index":{"Neural":[0],"information":[1],"is":[2,14],"represented":[3],"through":[4],"dynamic":[5,46,68,107,132],"population":[6],"coding":[7],"in":[8,75,87,146],"the":[9,31,45,67,76,85,141],"brain.":[10,77],"Decoding":[11],"these":[12],"patterns":[13],"not":[15,122],"only":[16,123],"crucial":[17],"for":[18,130],"understanding":[19],"brain":[20,133],"function,":[21],"but":[22,138],"also":[23,139],"holds":[24],"broad":[25],"application":[26,142],"value.":[27],"This":[28,120],"study":[29,121],"incorporated":[30],"emerging":[32],"Spin-Exchange":[33],"Relaxation-Free":[34],"Magnetoencephalography":[35],"(SERF-MEG)":[36],"technique":[37],"with":[38,63,80],"multivariate":[39,94],"pattern":[40],"analysis":[41],"(MVPA)":[42],"to":[43],"investigate":[44],"neural":[47,72,108],"representation":[48],"of":[49,71,144],"natural":[50],"auditory":[51,112,115],"stimuli.":[52],"The":[53,78,96],"results":[54,99],"demonstrated":[55],"that":[56,101],"SERF-MEG\u2019s":[57],"high":[58],"spatiotemporal":[59],"resolution,":[60],"when":[61],"combined":[62],"MVPA,":[64],"could":[65],"capture":[66],"time":[69],"course":[70],"representational":[73],"similarity":[74],"comparison":[79],"electroencephalogram":[81],"(EEG)":[82],"further":[83],"revealed":[84],"difference":[86],"sensitivity":[88],"between":[89],"SERF-MEG":[90,145],"and":[91,117],"EEG":[92],"during":[93],"decoding.":[95],"source":[97],"localization":[98],"showed":[100],"complex":[102,136],"sound":[103],"processing":[104],"involves":[105],"distributed":[106],"activities":[109],"across":[110],"primary":[111],"cortex,":[113,116],"higher":[114],"memory-related":[118],"areas.":[119],"provides":[124],"a":[125],"novel":[126],"multimodal":[127],"analytical":[128],"framework":[129],"decoding":[131],"representations":[134],"under":[135],"stimuli":[137],"expands":[140],"potential":[143],"cognitive":[147],"neuroscience":[148],"research.":[149]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-22T00:00:00"}
