{"id":"https://openalex.org/W4412353277","doi":"https://doi.org/10.1109/tie.2025.3585046","title":"An LSTM Network With Neural Plasticity for Driver Fatigue Recognition on Real Roads","display_name":"An LSTM Network With Neural Plasticity for Driver Fatigue Recognition on Real Roads","publication_year":2025,"publication_date":"2025-07-11","ids":{"openalex":"https://openalex.org/W4412353277","doi":"https://doi.org/10.1109/tie.2025.3585046"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3585046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3585046","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-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/A5072130806","display_name":"Zuojin Li","orcid":"https://orcid.org/0000-0002-8154-3968"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuojin Li","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8154-3968","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112687605","display_name":"Junfeng Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Cai","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0004-9742-9168","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371384","display_name":"Qing Chen","orcid":"https://orcid.org/0000-0003-4471-9714"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Chen","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4471-9714","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087140599","display_name":"Liukui Chen","orcid":"https://orcid.org/0000-0002-4489-139X"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liukui Chen","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-4489-139X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074300280","display_name":"Meiyi Qing","orcid":"https://orcid.org/0000-0002-3659-6307"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyi Qing","raw_affiliation_strings":["School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3659-6307","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029827598","display_name":"Simon X. Yang","orcid":"https://orcid.org/0000-0002-6888-7993"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon X. Yang","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6888-7993","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6435,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96898584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"72","issue":"12","first_page":"14668","last_page":"14676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10805","display_name":"Vehicle Dynamics and Control Systems","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10805","display_name":"Vehicle Dynamics and Control Systems","score":0.9592999815940857,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9434999823570251,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6231406331062317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6210575699806213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4611824154853821},{"id":"https://openalex.org/keywords/plasticity","display_name":"Plasticity","score":0.443391889333725},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3214098811149597},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09552335739135742}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6231406331062317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6210575699806213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4611824154853821},{"id":"https://openalex.org/C79186407","wikidata":"https://www.wikidata.org/wiki/Q472074","display_name":"Plasticity","level":2,"score":0.443391889333725},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3214098811149597},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09552335739135742},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2025.3585046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3585046","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.41999998688697815,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3715532836","display_name":null,"funder_award_id":"62203078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4466467822","display_name":null,"funder_award_id":"CSTB2023NSCQ-MSX0760","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1484045513","https://openalex.org/W1504178287","https://openalex.org/W1689711448","https://openalex.org/W1890200061","https://openalex.org/W1921393489","https://openalex.org/W1964000773","https://openalex.org/W1987299193","https://openalex.org/W2041875327","https://openalex.org/W2077204677","https://openalex.org/W2116646930","https://openalex.org/W2117100955","https://openalex.org/W2146182319","https://openalex.org/W2160039372","https://openalex.org/W2592810172","https://openalex.org/W2620129414","https://openalex.org/W2894818097","https://openalex.org/W2915964483","https://openalex.org/W2972942528","https://openalex.org/W3048364239","https://openalex.org/W3110507295","https://openalex.org/W3120283405","https://openalex.org/W3217272371","https://openalex.org/W4310441367","https://openalex.org/W4321794875","https://openalex.org/W4362650413","https://openalex.org/W4386174796","https://openalex.org/W4386328598"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2016937053","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2372312044","https://openalex.org/W2098828199","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Driver":[0],"fatigue":[1,51],"recognition":[2,52,196,203],"is":[3,80,140,180,198],"a":[4,28,145,201],"highly":[5],"challenging":[6],"issue":[7],"because":[8],"of":[9,12,17,47,59,69,73,86,99,120,126,132,154,168,186,205],"the":[10,15,21,42,48,65,70,84,95,102,111,117,124,130,137,151,164,169,184,187,194,206],"complexity":[11],"road":[13,122],"conditions,":[14],"dynamics":[16,125],"traffic":[18,127],"flow,":[19,128],"and":[20,44,57,61,77,105,129,162,166,172],"differences":[22],"between":[23],"drivers.":[24],"This":[25],"article":[26],"proposes":[27],"biologically":[29],"inspired":[30,93],"long":[31],"short-term":[32],"memory":[33,45,131],"(LSTM)":[34],"model":[35],"with":[36],"neural":[37,113,147,157],"plasticity":[38,104,107],"(NP-LSTM)":[39],"to":[40,82,115,142,182],"improve":[41],"learning":[43,97],"ability":[46],"traditional":[49],"driver":[50],"method,":[53],"thus":[54],"improving":[55],"effectiveness":[56,185],"robustness":[58],"monitoring":[60,171],"early-warning":[62,173],"systems.":[63],"First,":[64],"approximate":[66],"entropy":[67],"(ApEn)":[68],"time":[71],"series":[72],"drivers\u2019":[74,133],"operation":[75],"behaviors":[76],"vehicle":[78],"status":[79],"investigated":[81],"explore":[83],"features":[85],"potential":[87],"irregularity":[88],"in":[89],"fatigue-driving":[90],"behaviors;":[91],"then,":[92],"by":[94],"plastic":[96],"mechanism":[98],"biological":[100],"neurons,":[101],"intrinsic":[103],"synaptic":[106],"are":[108],"embedded":[109],"into":[110],"LSTM":[112],"network":[114,158],"realize":[116],"classified":[118],"storage":[119],"complex":[121],"patterns,":[123],"individual":[134],"differences;":[135],"finally,":[136],"dropout":[138],"technology":[139],"introduced":[141],"further":[143],"build":[144],"\u201csparse\u201d":[146],"network,":[148],"which":[149],"avoids":[150],"repeated":[152],"training":[153],"an":[155],"unchanged":[156],"under":[159],"different":[160],"conditions":[161],"enhances":[163],"adaptability":[165],"generalization":[167],"whole":[170],"system.":[174],"Experimental":[175],"study":[176],"on":[177],"real":[178],"roads":[179],"conducted":[181],"demonstrate":[183],"proposed":[188,207],"method.":[189,208],"The":[190],"results":[191],"show":[192],"that":[193],"average":[195],"accuracy":[197],"88.73%,":[199],"demonstrating":[200],"better":[202],"performance":[204]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
