{"id":"https://openalex.org/W2790664353","doi":"https://doi.org/10.1109/cisp-bmei.2017.8302218","title":"Different bands of sleep EEG analysis based on the multiscale Jenson-Shannon Divergence","display_name":"Different bands of sleep EEG analysis based on the multiscale Jenson-Shannon Divergence","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2790664353","doi":"https://doi.org/10.1109/cisp-bmei.2017.8302218","mag":"2790664353"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2017.8302218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2017.8302218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5028934335","display_name":"Zhengxia Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengxia Zhang","raw_affiliation_strings":["Image Processing and Image Communications Key Lab, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Image Communications Key Lab, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384686","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-1305-5735"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Image Processing and Image Communications Key Lab, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Image Processing and Image Communications Key Lab, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102299371","display_name":"Jiafei Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I2799773085","display_name":"Nanjing General Hospital of Nanjing Military Command","ror":"https://ror.org/04kmpyd03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2799773085"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafei Dai","raw_affiliation_strings":["Nanjing General Hospital of Nanjing Military Command, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing General Hospital of Nanjing Military Command, Nanjing, China","institution_ids":["https://openalex.org/I2799773085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068405483","display_name":"Jin Li","orcid":"https://orcid.org/0000-0002-1564-8163"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["College of Physics and Information Technology Shaanxi, Normal University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Information Technology Shaanxi, Normal University, Xi'an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022687558","display_name":"Fengzhen Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I161716053","display_name":"China Pharmaceutical University","ror":"https://ror.org/01sfm2718","country_code":"CN","type":"education","lineage":["https://openalex.org/I161716053"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengzhen Hou","raw_affiliation_strings":["School of Science China Pharmaceutical University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Science China Pharmaceutical University, Nanjing, China","institution_ids":["https://openalex.org/I161716053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028934335"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20787564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9977999925613403,"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":0.9977999925613403,"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":0.9902999997138977,"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/T10244","display_name":"Chaos control and synchronization","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8744471073150635},{"id":"https://openalex.org/keywords/non-rapid-eye-movement-sleep","display_name":"Non-rapid eye movement sleep","score":0.8486287593841553},{"id":"https://openalex.org/keywords/alpha-wave","display_name":"Alpha wave","score":0.7604016065597534},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5732578039169312},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.5598776340484619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47850361466407776},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.4601901173591614},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.4525928795337677},{"id":"https://openalex.org/keywords/k-complex","display_name":"K-complex","score":0.4455556869506836},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4263094663619995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38363364338874817},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.36658090353012085},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35220199823379517},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34107479453086853},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.31474804878234863},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19695255160331726},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.14343133568763733},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11178353428840637}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8744471073150635},{"id":"https://openalex.org/C20566671","wikidata":"https://www.wikidata.org/wiki/Q1752878","display_name":"Non-rapid eye movement sleep","level":3,"score":0.8486287593841553},{"id":"https://openalex.org/C163507328","wikidata":"https://www.wikidata.org/wiki/Q2469782","display_name":"Alpha wave","level":3,"score":0.7604016065597534},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5732578039169312},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.5598776340484619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47850361466407776},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.4601901173591614},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.4525928795337677},{"id":"https://openalex.org/C112144039","wikidata":"https://www.wikidata.org/wiki/Q4994651","display_name":"K-complex","level":4,"score":0.4455556869506836},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4263094663619995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38363364338874817},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.36658090353012085},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35220199823379517},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34107479453086853},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.31474804878234863},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19695255160331726},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.14343133568763733},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11178353428840637},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2017.8302218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2017.8302218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1964418476","https://openalex.org/W1968831876","https://openalex.org/W2030486754","https://openalex.org/W2032197450","https://openalex.org/W2061087382","https://openalex.org/W2062206520","https://openalex.org/W2104325004","https://openalex.org/W2146950091","https://openalex.org/W2170077112","https://openalex.org/W2232827647","https://openalex.org/W2243147875","https://openalex.org/W2491015511","https://openalex.org/W2533916479","https://openalex.org/W2551211758","https://openalex.org/W2613861179"],"related_works":["https://openalex.org/W4402155253","https://openalex.org/W105417093","https://openalex.org/W1246045855","https://openalex.org/W2591006293","https://openalex.org/W1969232382","https://openalex.org/W2011881754","https://openalex.org/W2147509109","https://openalex.org/W1972385866","https://openalex.org/W2410036221","https://openalex.org/W3106382697"],"abstract_inverted_index":{"As":[0],"a":[1,26,43,55,139],"necessary":[2],"process":[3],"of":[4,11,23,28,42,46,117,135,162,234,269,282,287],"life,":[5],"sleep":[6,33,96,193,236,240,270,288],"is":[7,19,197],"an":[8,20,296],"important":[9,297],"part":[10,22],"the":[12,40,71,80,103,109,115,121,133,145,153,160,166,172,176,184,200,204,213,244,258,267,293],"body":[13],"rehabilitation,":[14],"integration":[15],"and":[16,52,70,84,92,126,147,175,191,285],"consolidating":[17],"memories,":[18],"integral":[21],"health.":[24],"Recently,":[25],"lot":[27],"people":[29,217,230],"are":[30,75,210,218,222,231],"suffering":[31],"from":[32],"diseases,":[34],"such":[35],"as":[36],"insomnia,":[37],"which":[38,88,196,253,274],"aroused":[39],"interest":[41],"large":[44],"number":[45],"scholars":[47],"to":[48,77,113,278],"research":[49,78,167,294],"on":[50,79],"sleep,":[51],"this":[53,100],"has":[54,295],"certain":[56],"realistic":[57],"guiding":[58],"significance.":[59,299],"By":[60],"using":[61],"nonlinear":[62],"dynamics":[63],"theory":[64],"knowledge,":[65],"The":[66],"Jenson-Shannon":[67],"Divergence(JSD)":[68],"algorithm":[69,74,174,180,259],"multiscale":[72],"JSD":[73,173,179],"proposed":[76,261],"alpha":[81,124,154,205],"EEG":[82,86,122,155,185,245,271],"signals":[83,87,186,209,228,246],"theta":[85,127,224],"in":[89,99,123,129,144,156,188,207,226,232,247,266,272],"conscious":[90],"period":[91,190],"Non-rapid":[93],"Eye":[94],"Movement(NREM)":[95],"stage":[97,194,237],"I":[98,238],"paper.":[101],"At":[102],"same":[104],"time,":[105],"we":[106,151,260],"also":[107,254],"use":[108],"SPSS":[110],"statistical":[111],"software":[112],"verify":[114],"results":[116,134,168],"two":[118,130,136,157,248],"experiments":[119],"about":[120],"band":[125,128],"different":[131],"states,":[132],"groups":[137],"got":[138],"very":[140],"good":[141],"effect":[142],"both":[143,171,187],"accuracy":[146],"reliability.":[148],"In":[149],"addition,":[150],"analyzed":[152],"states":[158,249],"with":[159,199,289],"method":[161],"error":[163],"bar":[164],"graph,":[165],"show":[169],"that":[170,243,257],"improved":[177],"multi-scale":[178],"can":[181,262,275],"effectively":[182],"distinguish":[183],"awaked":[189],"NREM":[192,235],"I,":[195],"unified":[198],"scientific":[201],"basis,":[202],"namely":[203],"waves":[206,215,225],"eeg":[208,227],"more":[211,223],"than":[212],"other":[214],"when":[216,229],"awaked,":[219],"however,":[220],"there":[221],"state":[233],"(shallow":[239],"phases),":[241],"proved":[242],"exist":[250],"significant":[251],"differences,":[252],"tell":[255],"me":[256],"be":[263,276],"further":[264],"used":[265],"study":[268],"installment,":[273],"provided":[277],"help":[279],"all":[280],"kinds":[281],"disease":[283],"diagnosis":[284],"treatment":[286],"effective":[290],"auxiliary":[291],"function,":[292],"practical":[298]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}