{"id":"https://openalex.org/W2565706789","doi":"https://doi.org/10.1109/icassp.2017.7952302","title":"An FFT-based synchronization approach to recognize human behaviors using STN-LFP signal","display_name":"An FFT-based synchronization approach to recognize human behaviors using STN-LFP signal","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2565706789","doi":"https://doi.org/10.1109/icassp.2017.7952302","mag":"2565706789"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7952302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5091568792","display_name":"Hosein M. Golshan","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hosein M. Golshan","raw_affiliation_strings":["ECE Department, University of Denver, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Department, University of Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024008597","display_name":"Adam O. Hebb","orcid":"https://orcid.org/0000-0002-9572-3847"},"institutions":[{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam O. Hebb","raw_affiliation_strings":["Colorado Neurological Institute, Englewood, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Neurological Institute, Englewood, CO, USA","institution_ids":["https://openalex.org/I4210123987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048074766","display_name":"Sara J. Hanrahan","orcid":"https://orcid.org/0000-0002-2512-3627"},"institutions":[{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara J. Hanrahan","raw_affiliation_strings":["Colorado Neurological Institute, Englewood, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Neurological Institute, Englewood, CO, USA","institution_ids":["https://openalex.org/I4210123987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030770063","display_name":"Joshua Nedrud","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Nedrud","raw_affiliation_strings":["Colorado Neurological Institute, Englewood, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Neurological Institute, Englewood, CO, USA","institution_ids":["https://openalex.org/I4210123987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041948053","display_name":"Mohammad H. Mahoor","orcid":"https://orcid.org/0000-0001-8923-4660"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad H. Mahoor","raw_affiliation_strings":["ECE Department, University of Denver, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Department, University of Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7981,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.69795684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"979","last_page":"983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.9994000196456909,"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/local-field-potential","display_name":"Local field potential","score":0.824259877204895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.73858642578125},{"id":"https://openalex.org/keywords/subthalamic-nucleus","display_name":"Subthalamic nucleus","score":0.735878586769104},{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.6641217470169067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6039683222770691},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5598926544189453},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5446445941925049},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.49756649136543274},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4756217300891876},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4634316861629486},{"id":"https://openalex.org/keywords/basal-ganglia","display_name":"Basal ganglia","score":0.43898552656173706},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3704072833061218},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20180508494377136},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08564764261245728},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.0789436399936676}],"concepts":[{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.824259877204895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73858642578125},{"id":"https://openalex.org/C2777319143","wikidata":"https://www.wikidata.org/wiki/Q2270424","display_name":"Subthalamic nucleus","level":5,"score":0.735878586769104},{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.6641217470169067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039683222770691},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5598926544189453},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5446445941925049},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.49756649136543274},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4756217300891876},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4634316861629486},{"id":"https://openalex.org/C2778187257","wikidata":"https://www.wikidata.org/wiki/Q464210","display_name":"Basal ganglia","level":3,"score":0.43898552656173706},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3704072833061218},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20180508494377136},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08564764261245728},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0789436399936676},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7952302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.800000011920929,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311641","display_name":"University of Denver","ror":"https://ror.org/04w7skc03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1729481886","https://openalex.org/W1874031132","https://openalex.org/W1874333416","https://openalex.org/W1965881596","https://openalex.org/W1974832318","https://openalex.org/W1992576292","https://openalex.org/W2018693625","https://openalex.org/W2068908391","https://openalex.org/W2071264017","https://openalex.org/W2075403208","https://openalex.org/W2092808594","https://openalex.org/W2106006415","https://openalex.org/W2109743529","https://openalex.org/W2129649469","https://openalex.org/W2132950918","https://openalex.org/W2142197234","https://openalex.org/W2149094129","https://openalex.org/W2152465745","https://openalex.org/W2154462399","https://openalex.org/W2160306949","https://openalex.org/W2168094319","https://openalex.org/W2171188027","https://openalex.org/W2171856043","https://openalex.org/W2296768340","https://openalex.org/W2322096790","https://openalex.org/W2482460197","https://openalex.org/W2504651052","https://openalex.org/W3101336587","https://openalex.org/W6683181193","https://openalex.org/W6685188343"],"related_works":["https://openalex.org/W2167683893","https://openalex.org/W2093780015","https://openalex.org/W20470332","https://openalex.org/W4289755640","https://openalex.org/W2022280818","https://openalex.org/W4301179225","https://openalex.org/W1978516934","https://openalex.org/W2056849177","https://openalex.org/W1936532143","https://openalex.org/W4392519978"],"abstract_inverted_index":{"Classification":[0],"of":[1,25,45,70,74,91,112,136],"human":[2,53],"behavior":[3,125,146],"is":[4,81],"a":[5,71,109],"key":[6],"step":[7],"to":[8,51,86,106,141],"developing":[9],"closed-loop":[10],"Deep":[11],"Brain":[12],"Stimulation":[13],"(DBS)":[14],"systems,":[15],"which":[16],"may":[17],"decrease":[18],"the":[19,26,34,46,56,68,89,96,116,134,137],"power":[20],"consumption":[21],"and":[22,114],"side":[23],"effects":[24],"existing":[27],"systems.":[28],"Recent":[29],"studies":[30],"have":[31],"shown":[32],"that":[33,76],"Local":[35],"Field":[36],"Potential":[37],"(LFP)":[38],"signals":[39],"from":[40],"both":[41],"Subthalamic":[42],"Nuclei":[43],"(STN)":[44],"brain":[47],"can":[48,63],"be":[49],"used":[50,144],"recognize":[52],"behavior.":[54],"Since":[55],"DBS":[57],"leads":[58],"implanted":[59],"in":[60,95],"each":[61],"STN":[62],"collect":[64],"three":[65],"bipolar":[66],"signals,":[67],"selection":[69],"suitable":[72],"pair":[73,111,117],"LFPs":[75,113],"achieves":[77],"optimal":[78],"recognition":[79,126],"performance":[80],"still":[82],"an":[83,102,120],"open":[84],"problem":[85],"address.":[87],"Considering":[88],"presence":[90],"synchronized":[92],"aggregate":[93],"activity":[94],"basal":[97],"ganglia,":[98],"this":[99],"paper":[100],"presents":[101],"FFT-based":[103],"synchronization":[104],"approach":[105,139],"automatically":[107],"select":[108],"relevant":[110],"use":[115],"together":[118],"with":[119],"SVM-based":[121],"MKL":[122],"classifier":[123],"for":[124,145],"purposes.":[127],"Our":[128],"experiments":[129],"on":[130],"five":[131],"subjects":[132],"show":[133],"superiority":[135],"proposed":[138],"compared":[140],"other":[142],"methods":[143],"classification.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}