{"id":"https://openalex.org/W4404238289","doi":"https://doi.org/10.1109/tcsvt.2024.3495769","title":"Spike-BRGNet: Efficient and Accurate Event-Based Semantic Segmentation With Boundary Region-Guided Spiking Neural Networks","display_name":"Spike-BRGNet: Efficient and Accurate Event-Based Semantic Segmentation With Boundary Region-Guided Spiking Neural Networks","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404238289","doi":"https://doi.org/10.1109/tcsvt.2024.3495769"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3495769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3495769","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5008281642","display_name":"Xianlei Long","orcid":"https://orcid.org/0000-0002-2623-8768"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianlei Long","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2623-8768","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaxin Zhu","orcid":"https://orcid.org/0009-0001-7764-0917"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaxin Zhu","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China","School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0001-7764-0917","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fangming Guo","orcid":"https://orcid.org/0009-0008-5094-1235"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangming Guo","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0008-5094-1235","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408399","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0003-2094-9734"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2094-9734","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667120","display_name":"Xiangwei Zhu","orcid":"https://orcid.org/0000-0003-4821-2638"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangwei Zhu","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China","School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4821-2638","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101868530","display_name":"Fuqiang Gu","orcid":"https://orcid.org/0000-0002-3408-982X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuqiang Gu","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3408-982X","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018328518","display_name":"Songyu Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyu Yuan","raw_affiliation_strings":["Research Center for Data Hub and Security, Zhejiang Laboratory, Hangzhou, China","Research Center for Data Hub and Security and the Research Center for Intelligent Robotics, respectively, Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Data Hub and Security, Zhejiang Laboratory, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Research Center for Data Hub and Security and the Research Center for Intelligent Robotics, respectively, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":null,"display_name":"Chunlong Zhang","orcid":"https://orcid.org/0000-0003-3427-1856"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlong Zhang","raw_affiliation_strings":["Research Center for Intelligent Robotics, Zhejiang Laboratory, Hangzhou, China","Research Center for Data Hub and Security and the Research Center for Intelligent Robotics, respectively, Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3427-1856","affiliations":[{"raw_affiliation_string":"Research Center for Intelligent Robotics, Zhejiang Laboratory, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Research Center for Data Hub and Security and the Research Center for Intelligent Robotics, respectively, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008281642"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":2.9802,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92429535,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"35","issue":"3","first_page":"2712","last_page":"2724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13382","display_name":"Robotics and Automated Systems","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9631999731063843,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7692395448684692},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7282660007476807},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.590083658695221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5776563882827759},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5333850979804993},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5103866457939148},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45497819781303406},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4415483772754669},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.43701523542404175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692395448684692},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7282660007476807},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.590083658695221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776563882827759},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5333850979804993},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5103866457939148},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45497819781303406},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4415483772754669},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.43701523542404175},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3495769","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3495769","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1359524379","display_name":null,"funder_award_id":"cx2021047","funder_id":"https://openalex.org/F4320327835","funder_display_name":"Venture and Innovation Support Program for Chongqing Overseas Returnees"},{"id":"https://openalex.org/G2559892529","display_name":null,"funder_award_id":"2024IAIS-QN017","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2877410235","display_name":null,"funder_award_id":"42474027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3456928361","display_name":null,"funder_award_id":"T2350005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4407733110","display_name":null,"funder_award_id":"62322601","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5585478844","display_name":null,"funder_award_id":"42174050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5819143290","display_name":null,"funder_award_id":"2023CDJKYJH034","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6044772210","display_name":null,"funder_award_id":"K2022NB0AB07","funder_id":"https://openalex.org/F4320338470","funder_display_name":"Science Research Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6499885238","display_name":null,"funder_award_id":"2023CDJXY-038","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7210050569","display_name":null,"funder_award_id":"2023M740402","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8500817040","display_name":null,"funder_award_id":"62403085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320327835","display_name":"Venture and Innovation Support Program for Chongqing Overseas Returnees","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320338470","display_name":"Science Research Foundation of Zhejiang Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W2016574277","https://openalex.org/W2130459697","https://openalex.org/W2621826044","https://openalex.org/W2798878556","https://openalex.org/W2804860796","https://openalex.org/W2886934227","https://openalex.org/W2904275768","https://openalex.org/W2965867763","https://openalex.org/W2981689412","https://openalex.org/W2984844508","https://openalex.org/W3040838455","https://openalex.org/W3138516171","https://openalex.org/W3174847012","https://openalex.org/W3202138477","https://openalex.org/W4221147914","https://openalex.org/W4285247025","https://openalex.org/W4293731929","https://openalex.org/W4306827030","https://openalex.org/W4308621049","https://openalex.org/W4312053146","https://openalex.org/W4312677336","https://openalex.org/W4313007769","https://openalex.org/W4323065857","https://openalex.org/W4383108939","https://openalex.org/W4383112609","https://openalex.org/W4383220296","https://openalex.org/W4385486227","https://openalex.org/W4387409844","https://openalex.org/W4387717448","https://openalex.org/W4387831678","https://openalex.org/W4390874104","https://openalex.org/W4391012155","https://openalex.org/W4392693659","https://openalex.org/W4394597128","https://openalex.org/W4399258932","https://openalex.org/W4399665657","https://openalex.org/W4401415228","https://openalex.org/W4401807704","https://openalex.org/W6737170303","https://openalex.org/W6739696289","https://openalex.org/W6745178058","https://openalex.org/W6810402489","https://openalex.org/W6842806116","https://openalex.org/W6853666707"],"related_works":["https://openalex.org/W2542565870","https://openalex.org/W4306175885","https://openalex.org/W4312604567","https://openalex.org/W4297619707","https://openalex.org/W4387390134","https://openalex.org/W4251092571","https://openalex.org/W2165312143","https://openalex.org/W2583316550","https://openalex.org/W3110622310","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Event-based":[0],"semantic":[1,116],"segmentation":[2,87],"in":[3,10,50,62],"traffic":[4],"scenes":[5],"has":[6],"attracted":[7],"considerable":[8],"attention":[9],"autonomous":[11],"driving":[12],"systems":[13],"due":[14],"to":[15,84,100,127,141,165],"the":[16,46,86,91,102,143,146,167],"advantages":[17],"of":[18,94,115,145],"event":[19,51],"cameras":[20],"such":[21],"as":[22],"high":[23],"dynamic":[24,158],"range,":[25],"low":[26,29],"latency,":[27],"and":[28,53,122,156,183],"energy":[30,56,92,198],"consumption.":[31],"However,":[32],"existing":[33],"Artificial":[34],"Neural":[35,96],"Network":[36,75],"(ANN)-based":[37],"methods":[38,179],"rely":[39],"on":[40,180],"conventional":[41],"image":[42],"frames,":[43],"often":[44],"neglecting":[45],"spatial-temporal":[47],"dynamics":[48],"inherent":[49],"streams":[52],"consuming":[54],"higher":[55],"costs,":[57],"significantly":[58],"limiting":[59],"their":[60],"applicability":[61],"energy-constrained":[63],"environments.":[64],"In":[65],"this":[66],"study,":[67],"we":[68,107],"introduce":[69],"Spike-BRGNet,":[70],"a":[71,109,132,150,157],"Spike-driven":[72],"Boundary":[73],"Region-Guided":[74],"that":[76,113,172],"efficiently":[77],"extracts":[78],"boundary":[79,123,152],"information":[80,104],"utilizing":[81],"only":[82],"events":[83],"guide":[85],"encoder,":[88],"while":[89],"preserving":[90],"efficiency":[93],"Spiking":[95],"Networks":[97],"(SNNs).":[98],"Specifically,":[99],"explore":[101],"implicit":[103],"from":[105],"events,":[106],"design":[108],"three-branch":[110],"spiking":[111,133],"encoder":[112],"consists":[114],"detail":[117],"(SD),":[118],"context":[119,135],"aggregation":[120,136],"(CA),":[121],"aware":[124],"(BA)":[125],"branches":[126],"capture":[128],"specific":[129],"features.":[130],"Then,":[131],"multi-scale":[134],"(SMSCA)":[137],"module":[138],"is":[139],"proposed":[140],"enhance":[142],"semantics":[144],"CA":[147],"branch.":[148],"Finally,":[149],"novel":[151],"region-guided":[153],"loss":[154],"function":[155],"surrogate":[159],"gradient":[160],"function,":[161],"EvAF,":[162],"are":[163],"designed":[164],"optimize":[166],"model.":[168],"Extensive":[169],"experiments":[170],"show":[171],"our":[173],"model":[174],"outperforms":[175],"state-of-the-art":[176],"(SOTA)":[177],"SNN-based":[178],"DDD17":[181],"(+1.57%)":[182],"DSEC":[184],"dataset":[185],"(+1.91%).":[186],"Furthermore,":[187],"Spike-BRGNet":[188],"consumes":[189],"<inline-formula":[190],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[191],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[192],"<tex-math":[193],"notation=\"LaTeX\">$17.76\\times":[194],"$":[195],"</tex-math></inline-formula>":[196],"less":[197],"than":[199],"ANN-based":[200],"models,":[201],"showing":[202],"superior":[203],"energy-saving":[204],"performance.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
