{"id":"https://openalex.org/W4398188036","doi":"https://doi.org/10.1109/tii.2024.3396548","title":"A New FPGA-Implemented Neural Network for Compensating Degradation of AMOLED Displays in Real Time for Long Operation With Temperature Considered","display_name":"A New FPGA-Implemented Neural Network for Compensating Degradation of AMOLED Displays in Real Time for Long Operation With Temperature Considered","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4398188036","doi":"https://doi.org/10.1109/tii.2024.3396548"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3396548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3396548","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","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/A5069318118","display_name":"S. H. Lin","orcid":"https://orcid.org/0009-0005-6251-0502"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Si-Fu Lin","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0009-0005-6251-0502","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019260825","display_name":"Hao-Ren Chen","orcid":"https://orcid.org/0009-0002-8302-3541"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hao-Ren Chen","raw_affiliation_strings":["Department of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0009-0002-8302-3541","affiliations":[{"raw_affiliation_string":"Department of Electrical and Control Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071654078","display_name":"Paul C.-P. Chao","orcid":"https://orcid.org/0000-0003-2835-9157"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Paul C.-P. Chao","raw_affiliation_strings":["National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-2835-9157","affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103068244","display_name":"Chih-Cheng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I125732723","display_name":"AU Optronics (Taiwan)","ror":"https://ror.org/0564r0810","country_code":"TW","type":"company","lineage":["https://openalex.org/I125732723"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Cheng Chen","raw_affiliation_strings":["AUO Corporation, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0009-0005-2228-2031","affiliations":[{"raw_affiliation_string":"AUO Corporation, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I125732723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001880035","display_name":"C. S. Chang","orcid":"https://orcid.org/0009-0005-7902-0286"},"institutions":[{"id":"https://openalex.org/I125732723","display_name":"AU Optronics (Taiwan)","ror":"https://ror.org/0564r0810","country_code":"TW","type":"company","lineage":["https://openalex.org/I125732723"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Chun Chang","raw_affiliation_strings":["AUO Corporation, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0009-0005-7902-0286","affiliations":[{"raw_affiliation_string":"AUO Corporation, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I125732723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1856,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46432046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"20","issue":"9","first_page":"10977","last_page":"10986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10623","display_name":"Thin-Film Transistor Technologies","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10623","display_name":"Thin-Film Transistor Technologies","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10611","display_name":"Organic Light-Emitting Diodes Research","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11165","display_name":"Image and Video Quality Assessment","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/oled","display_name":"OLED","score":0.8573650121688843},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.8225255012512207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6682365536689758},{"id":"https://openalex.org/keywords/luminance","display_name":"Luminance","score":0.6079782247543335},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5966966152191162},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.5536184310913086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5358378291130066},{"id":"https://openalex.org/keywords/verilog","display_name":"Verilog","score":0.5133182406425476},{"id":"https://openalex.org/keywords/amoled","display_name":"AMOLED","score":0.4914811849594116},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.43643414974212646},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3979482650756836},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32397782802581787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2683412730693817},{"id":"https://openalex.org/keywords/active-matrix","display_name":"Active matrix","score":0.10663515329360962},{"id":"https://openalex.org/keywords/thin-film-transistor","display_name":"Thin-film transistor","score":0.09489482641220093}],"concepts":[{"id":"https://openalex.org/C150759737","wikidata":"https://www.wikidata.org/wiki/Q209593","display_name":"OLED","level":3,"score":0.8573650121688843},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.8225255012512207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6682365536689758},{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.6079782247543335},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5966966152191162},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.5536184310913086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5358378291130066},{"id":"https://openalex.org/C2779030575","wikidata":"https://www.wikidata.org/wiki/Q827773","display_name":"Verilog","level":3,"score":0.5133182406425476},{"id":"https://openalex.org/C101050124","wikidata":"https://www.wikidata.org/wiki/Q527747","display_name":"AMOLED","level":5,"score":0.4914811849594116},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.43643414974212646},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3979482650756836},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32397782802581787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2683412730693817},{"id":"https://openalex.org/C70201059","wikidata":"https://www.wikidata.org/wiki/Q3142195","display_name":"Active matrix","level":4,"score":0.10663515329360962},{"id":"https://openalex.org/C87359718","wikidata":"https://www.wikidata.org/wiki/Q1271916","display_name":"Thin-film transistor","level":3,"score":0.09489482641220093},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"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/tii.2024.3396548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3396548","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1975144794","https://openalex.org/W1991319367","https://openalex.org/W1998125013","https://openalex.org/W2043925189","https://openalex.org/W2071661479","https://openalex.org/W2089901118","https://openalex.org/W2098440270","https://openalex.org/W2108172349","https://openalex.org/W2144905017","https://openalex.org/W2169724199","https://openalex.org/W2186420297","https://openalex.org/W2343730120","https://openalex.org/W2523627689","https://openalex.org/W2616262736","https://openalex.org/W2620806427","https://openalex.org/W2714538539","https://openalex.org/W2761070841","https://openalex.org/W2802326141","https://openalex.org/W2899526556","https://openalex.org/W2902829756","https://openalex.org/W2945176448","https://openalex.org/W3034489479","https://openalex.org/W3087999176","https://openalex.org/W3209490709"],"related_works":["https://openalex.org/W2909645275","https://openalex.org/W2147646071","https://openalex.org/W2165355630","https://openalex.org/W1913387790","https://openalex.org/W3172017258","https://openalex.org/W1606958062","https://openalex.org/W2121318755","https://openalex.org/W1493416340","https://openalex.org/W2806633811","https://openalex.org/W1996748490"],"abstract_inverted_index":{"A":[0],"new":[1],"neural":[2],"network":[3],"(NN)":[4],"model":[5,42,212],"is":[6,33,82],"established":[7,61],"for":[8,27,128,157],"compensating":[9],"effectively":[10,86],"in":[11,23,77,91,98,133,142,186],"real":[12],"time":[13,101],"the":[14,48,87,95,99,104,113,122,130,139,143,148,177,182,187,198,205,208,214,218],"luminance":[15,69,90],"degradation":[16,210],"of":[17,38,51,66,94,115,124,152,173,200,204,217],"organic":[18],"light":[19],"emitting":[20],"diodes":[21],"(OLEDs)":[22],"a":[24,41,56,170],"display":[25],"operated":[26],"an":[28,52],"extensive":[29],"period.":[30],"The":[31,189],"compensation":[32,140],"achieved":[34],"by":[35],"three":[36],"stages":[37],"models.":[39],"First,":[40],"was":[43,60],"orchestrated":[44],"to":[45,84,147,166,197,207],"estimate":[46],"well":[47],"temperature":[49,72,201],"distribution":[50],"OLED":[53,68,89,96],"display.":[54],"Second,":[55],"new,":[57],"incremental":[58,215],"NN":[59,211],"based":[62,79],"on":[63,80,136],"collected":[64],"data":[65],"degraded":[67,88],"with":[70,121,164],"ambient":[71],"recorded.":[73],"Third,":[74],"another":[75],"algorithm":[76],"logic":[78],"interpolation":[81],"designed":[83],"compensate":[85],"real-time":[92],"operation":[93],"displays":[97],"shortest":[100],"possible.":[102],"All":[103],"above-mentioned":[105],"3":[106],"algorithms":[107],"are":[108,194],"implemented":[109],"into":[110],"hardware":[111],"via":[112],"technology":[114],"field":[116],"programmable":[117],"gate":[118],"array":[119],"(FPGA),":[120],"platform":[123],"Xilinx":[125],"Vivado":[126],"2020.1":[127],"realizing":[129],"associated":[131],"codes":[132],"Verilog.":[134],"Based":[135],"experimental":[137],"data,":[138],"logics":[141],"FPGA":[144],"board":[145],"led":[146],"averaged":[149],"displaying":[150],"accuracies":[151],"97.1%,":[153],"93.9%,":[154],"and":[155,160,213],"95.1%":[156],"red,":[158],"green,":[159],"blue":[161],"OLEDs,":[162],"respectively,":[163],"respect":[165],"target":[167],"luminances":[168],"over":[169,180],"long":[171],"period":[172],"1000":[174],"h,":[175],"showing":[176],"best":[178],"performance":[179,192],"all":[181],"other":[183],"works":[184],"reported":[185],"past.":[188],"presented":[190],"excellent":[191],"attributes":[193],"mainly":[195],"due":[196],"consideration":[199],"as":[202],"one":[203],"inputs":[206],"built":[209],"nature":[216],"model.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
