{"id":"https://openalex.org/W4386710216","doi":"https://doi.org/10.1145/3617836","title":"XVDPU: A High-Performance CNN Accelerator on the Versal Platform Powered by the AI Engine","display_name":"XVDPU: A High-Performance CNN Accelerator on the Versal Platform Powered by the AI Engine","publication_year":2023,"publication_date":"2023-09-13","ids":{"openalex":"https://openalex.org/W4386710216","doi":"https://doi.org/10.1145/3617836"},"language":"en","primary_location":{"id":"doi:10.1145/3617836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617836","pdf_url":null,"source":{"id":"https://openalex.org/S112809824","display_name":"ACM Transactions on Reconfigurable Technology and Systems","issn_l":"1936-7406","issn":["1936-7406","1936-7414"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Reconfigurable Technology and Systems","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/A5065399772","display_name":"Xijie Jia","orcid":"https://orcid.org/0000-0001-7895-5542"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xijie Jia","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7895-5542","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433758","display_name":"Yu Zhang","orcid":"https://orcid.org/0009-0000-6524-3263"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-6524-3263","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101432902","display_name":"Guangdong Liu","orcid":"https://orcid.org/0009-0004-5515-4741"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangdong Liu","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-5515-4741","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648467","display_name":"Xinlin Yang","orcid":"https://orcid.org/0009-0007-9852-6762"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinlin Yang","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-9852-6762","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425850","display_name":"Tianyu Zhang","orcid":"https://orcid.org/0000-0002-3908-7962"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianyu Zhang","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3908-7962","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661833","display_name":"Jia Zheng","orcid":"https://orcid.org/0009-0004-0893-9327"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jia Zheng","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-0893-9327","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341941","display_name":"Dongdong Xu","orcid":"https://orcid.org/0009-0001-9546-3029"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongdong Xu","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-9546-3029","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006377929","display_name":"Zhuohuan Liu","orcid":"https://orcid.org/0000-0002-6546-0337"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhuohuan Liu","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6546-0337","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103160544","display_name":"Mengke Liu","orcid":"https://orcid.org/0000-0001-6983-4773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mengke Liu","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6983-4773","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102747848","display_name":"Xiaoyang Yan","orcid":"https://orcid.org/0009-0002-3320-3974"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaoyang Yan","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-3320-3974","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371015","display_name":"Hong Wang","orcid":"https://orcid.org/0009-0008-2874-2168"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Wang","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-2874-2168","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101820519","display_name":"Rongzhang Zheng","orcid":"https://orcid.org/0009-0000-9988-4712"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rongzhang Zheng","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-9988-4712","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382450","display_name":"Wang Li","orcid":"https://orcid.org/0009-0008-3347-1518"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-3347-1518","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659911","display_name":"Dong Li","orcid":"https://orcid.org/0000-0001-7369-1445"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong Li","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7369-1445","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071527211","display_name":"Satyaprakash Pareek","orcid":"https://orcid.org/0009-0007-0341-8452"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Satyaprakash Pareek","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-0341-8452","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101960234","display_name":"Jian Weng","orcid":"https://orcid.org/0009-0004-3415-2077"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Weng","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-3415-2077","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365670","display_name":"Lu Tian","orcid":"https://orcid.org/0009-0007-6734-1984"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu Tian","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-6734-1984","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106484176","display_name":"Dongliang Xie","orcid":"https://orcid.org/0009-0005-1668-4616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dongliang Xie","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-1668-4616","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101439625","display_name":"Hong Luo","orcid":"https://orcid.org/0009-0006-3463-3238"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Luo","raw_affiliation_strings":["AMD, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-3463-3238","affiliations":[{"raw_affiliation_string":"AMD, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100620448","display_name":"Yi Shan","orcid":"https://orcid.org/0009-0007-7549-8738"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yi Shan","raw_affiliation_strings":["PhiGent Robotics, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-7549-8738","affiliations":[{"raw_affiliation_string":"PhiGent Robotics, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9145,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88354846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"2","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9991000294685364,"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/computer-science","display_name":"Computer science","score":0.893822431564331},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7426390647888184},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6820482015609741},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5173070430755615},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5163256525993347},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.4880434572696686},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.47138625383377075},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.45631325244903564},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43800729513168335},{"id":"https://openalex.org/keywords/flops","display_name":"FLOPS","score":0.43487679958343506},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4231756329536438},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.38727229833602905},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.36840304732322693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29243603348731995},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.27503103017807007},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.26152870059013367},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2275172472000122},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21865618228912354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13881084322929382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.893822431564331},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7426390647888184},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6820482015609741},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5173070430755615},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5163256525993347},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.4880434572696686},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.47138625383377075},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.45631325244903564},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43800729513168335},{"id":"https://openalex.org/C3826847","wikidata":"https://www.wikidata.org/wiki/Q188768","display_name":"FLOPS","level":2,"score":0.43487679958343506},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4231756329536438},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.38727229833602905},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.36840304732322693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29243603348731995},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27503103017807007},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.26152870059013367},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2275172472000122},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21865618228912354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13881084322929382},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3617836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3617836","pdf_url":null,"source":{"id":"https://openalex.org/S112809824","display_name":"ACM Transactions on Reconfigurable Technology and Systems","issn_l":"1936-7406","issn":["1936-7406","1936-7414"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Reconfigurable Technology and Systems","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":27,"referenced_works":["https://openalex.org/W2048266589","https://openalex.org/W2259424905","https://openalex.org/W2304648132","https://openalex.org/W2789246071","https://openalex.org/W2796096089","https://openalex.org/W2866634454","https://openalex.org/W2887695188","https://openalex.org/W2903800581","https://openalex.org/W2911662734","https://openalex.org/W2918037051","https://openalex.org/W2962834855","https://openalex.org/W2963619659","https://openalex.org/W2985414621","https://openalex.org/W3040726448","https://openalex.org/W3048014935","https://openalex.org/W3091300680","https://openalex.org/W3108782295","https://openalex.org/W3124561108","https://openalex.org/W3130107790","https://openalex.org/W3138853929","https://openalex.org/W3162988700","https://openalex.org/W3164019007","https://openalex.org/W3198625877","https://openalex.org/W4244457258","https://openalex.org/W4287268252","https://openalex.org/W4321637356","https://openalex.org/W6697974390"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1001352512","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W2995343971","https://openalex.org/W2982536526","https://openalex.org/W2992221004"],"abstract_inverted_index":{"Today,":[0],"convolutional":[1],"neural":[2],"networks":[3],"(CNNs)":[4],"are":[5,30],"widely":[6],"used":[7],"in":[8,183],"computer":[9],"vision":[10],"applications.":[11],"However,":[12],"the":[13,31,40,56,90,110,129,157,164,179,194],"trends":[14],"of":[15,26,89,189],"higher":[16,19],"accuracy":[17],"and":[18,67,87,169],"resolution":[20],"generate":[21],"larger":[22],"networks.":[23],"The":[24,137],"requirements":[25],"computation":[27,52],"or":[28],"I/O":[29,69],"key":[32],"bottlenecks.":[33],"In":[34],"this":[35],"article,":[36],"we":[37,59],"propose":[38,146],"XVDPU:":[39],"AI":[41],"Engine":[42],"(AIE)-based":[43],"CNN":[44,100,155],"accelerator":[45,175],"on":[46,122,131,163,171],"Versal":[47],"chips":[48],"to":[49,63,150],"meet":[50],"heavy":[51],"requirements.":[53,70],"To":[54],"resolve":[55],"IO":[57],"bottleneck,":[58],"adopt":[60],"several":[61],"techniques":[62],"improve":[64],"data":[65],"reuse":[66],"reduce":[68],"An":[71],"arithmetic":[72],"logic":[73],"unit":[74],"is":[75,125],"further":[76,141],"proposed":[77],"that":[78,109],"can":[79,113,140,176],"better":[80],"balance":[81],"resource":[82],"utilization,":[83],"new":[84],"feature":[85],"support,":[86],"efficiency":[88],"whole":[91],"system.":[92],"We":[93,145],"have":[94],"successfully":[95],"deployed":[96],"more":[97],"than":[98,128],"100":[99],"models":[101],"with":[102,156,192],"our":[103],"accelerator.":[104],"Our":[105],"experimental":[106],"results":[107],"show":[108],"96-AIE-core":[111],"implementation":[112,139],"achieve":[114,142,151],"1,653":[115],"frames":[116],"per":[117],"second":[118],"(FPS)":[119],"for":[120,153],"ResNet50":[121],"VCK190,":[123],"which":[124],"9.8\u00d7":[126],"faster":[127],"design":[130],"ZCU102":[132],"running":[133],"at":[134],"168.5":[135],"FPS.":[136,144],"256-AIE-core":[138],"4,050":[143],"a":[147],"tilling":[148],"strategy":[149],"feature-map-stationary":[152],"high-definition":[154],"accelerator,":[158],"achieving":[159,186],"3.8\u00d7":[160],"FPS":[161,191],"improvement":[162],"residual":[165],"channel":[166],"attention":[167],"network":[168],"3.1\u00d7":[170],"super-efficient":[172],"super-resolution.":[173],"This":[174],"also":[177],"solve":[178],"3D":[180],"convolution":[181],"task":[182],"disparity":[184],"estimation,":[185],"end-to-end":[187],"performance":[188],"10.1":[190],"all":[193],"optimizations.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
