{"id":"https://openalex.org/W4387521295","doi":"https://doi.org/10.1088/2634-4386/ad025b","title":"Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator","display_name":"Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4387521295","doi":"https://doi.org/10.1088/2634-4386/ad025b"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ad025b","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad025b","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad025b/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad025b/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011279859","display_name":"Menelaos Skontranis","orcid":"https://orcid.org/0000-0002-3604-2021"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Menelaos Skontranis","raw_affiliation_strings":["Dept. of Information and Communication Systems Engineering, University of the Aegean, K. Palama 2, Samos, 83100, GREECE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Information and Communication Systems Engineering, University of the Aegean, K. Palama 2, Samos, 83100, GREECE","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022039110","display_name":"George Sarantoglou","orcid":"https://orcid.org/0000-0001-6890-1065"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Sarantoglou","raw_affiliation_strings":["Dept. of Information and Communication Systems Engineering, University of the Aegean, K. Palama 2, Samos, 83100, GREECE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Information and Communication Systems Engineering, University of the Aegean, K. Palama 2, Samos, 83100, GREECE","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020154974","display_name":"Kostas Sozos","orcid":"https://orcid.org/0000-0001-5695-459X"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Sozos","raw_affiliation_strings":["Department of Informatics and Computer Engineering, University of West Attica Faculty of Engineering, Ag. Spyridonos Egaleo, Athens, Attica, 12244, GREECE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and Computer Engineering, University of West Attica Faculty of Engineering, Ag. Spyridonos Egaleo, Athens, Attica, 12244, GREECE","institution_ids":["https://openalex.org/I4210094138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076114190","display_name":"Thomas Kamalakis","orcid":"https://orcid.org/0000-0002-4288-1438"},"institutions":[{"id":"https://openalex.org/I32762134","display_name":"Harokopio University of Athens","ror":"https://ror.org/02k5gp281","country_code":"GR","type":"education","lineage":["https://openalex.org/I32762134"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Thomas Kamalakis","raw_affiliation_strings":["Informatics and Telematics, Harokopio University of Athens, Omirou 9, Tavros, Athens, 17778, GREECE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics and Telematics, Harokopio University of Athens, Omirou 9, Tavros, Athens, 17778, GREECE","institution_ids":["https://openalex.org/I32762134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083249996","display_name":"Charis Mesaritakis","orcid":"https://orcid.org/0000-0002-0072-3116"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charis Mesaritakis","raw_affiliation_strings":["Department of Information and Communication Systems Engineering, University of the Aegean School of Engineering, K. Palama 2, Samos, North Aegean, 83100, GREECE"],"raw_orcid":"https://orcid.org/0000-0002-0072-3116","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems Engineering, University of the Aegean School of Engineering, K. Palama 2, Samos, North Aegean, 83100, GREECE","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038713960","display_name":"Adonis Bogris","orcid":"https://orcid.org/0000-0002-5740-6285"},"institutions":[{"id":"https://openalex.org/I4210094138","display_name":"University of West Attica","ror":"https://ror.org/00r2r5k05","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210094138"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Adonis Bogris","raw_affiliation_strings":["Department of Informatics, University of West Attica Faculty of Engineering, Ag. Spyridonos Egaleo, Athens, Attica, 12244, GREECE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of West Attica Faculty of Engineering, Ag. Spyridonos Egaleo, Athens, Attica, 12244, GREECE","institution_ids":["https://openalex.org/I4210094138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011279859"],"corresponding_institution_ids":["https://openalex.org/I98805295"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":1.5166,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86270719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"3","issue":"4","first_page":"044003","last_page":"044003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9984999895095825,"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/T10232","display_name":"Optical Network Technologies","score":0.9976000189781189,"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":0.7281351685523987},{"id":"https://openalex.org/keywords/fabry\u2013p\u00e9rot-interferometer","display_name":"Fabry\u2013P\u00e9rot interferometer","score":0.5339722633361816},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.49860596656799316},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4928722381591797},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.48773297667503357},{"id":"https://openalex.org/keywords/photonics","display_name":"Photonics","score":0.440085232257843},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.42505699396133423},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.4231472313404083},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.42115071415901184},{"id":"https://openalex.org/keywords/baud","display_name":"Baud","score":0.41361430287361145},{"id":"https://openalex.org/keywords/multi-mode-optical-fiber","display_name":"Multi-mode optical fiber","score":0.4132951498031616},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.404358834028244},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.3982757329940796},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.37148797512054443},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.3219224214553833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30528634786605835},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.26978960633277893},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22434374690055847},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.22383520007133484},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16218826174736023},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14302396774291992},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1424368917942047},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12084856629371643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7281351685523987},{"id":"https://openalex.org/C169268690","wikidata":"https://www.wikidata.org/wiki/Q1359945","display_name":"Fabry\u2013P\u00e9rot interferometer","level":3,"score":0.5339722633361816},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.49860596656799316},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4928722381591797},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.48773297667503357},{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.440085232257843},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.42505699396133423},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.4231472313404083},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.42115071415901184},{"id":"https://openalex.org/C169606439","wikidata":"https://www.wikidata.org/wiki/Q192027","display_name":"Baud","level":3,"score":0.41361430287361145},{"id":"https://openalex.org/C101645829","wikidata":"https://www.wikidata.org/wiki/Q1781857","display_name":"Multi-mode optical fiber","level":3,"score":0.4132951498031616},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.404358834028244},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.3982757329940796},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.37148797512054443},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.3219224214553833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30528634786605835},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.26978960633277893},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22434374690055847},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.22383520007133484},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16218826174736023},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14302396774291992},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1424368917942047},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12084856629371643},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/ad025b","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad025b","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad025b/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7d0f335afc5945db92e5ea192ffc231f","is_oa":true,"landing_page_url":"https://doaj.org/article/7d0f335afc5945db92e5ea192ffc231f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuromorphic Computing and Engineering, Vol 3, Iss 4, p 044003 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ad025b","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad025b","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ad025b/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387521295.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1582123648","https://openalex.org/W1965702053","https://openalex.org/W1971066582","https://openalex.org/W1978197409","https://openalex.org/W1989992631","https://openalex.org/W2061043973","https://openalex.org/W2068288920","https://openalex.org/W2081260298","https://openalex.org/W2087977439","https://openalex.org/W2111655361","https://openalex.org/W2112796928","https://openalex.org/W2113132555","https://openalex.org/W2117338400","https://openalex.org/W2131497475","https://openalex.org/W2136215540","https://openalex.org/W2167362956","https://openalex.org/W2167729490","https://openalex.org/W2211781847","https://openalex.org/W2297629651","https://openalex.org/W2401577158","https://openalex.org/W2550687208","https://openalex.org/W2584998015","https://openalex.org/W2607617453","https://openalex.org/W2760584922","https://openalex.org/W2768939555","https://openalex.org/W2789326804","https://openalex.org/W2887258823","https://openalex.org/W2896384834","https://openalex.org/W2902613830","https://openalex.org/W2919115771","https://openalex.org/W2952070801","https://openalex.org/W2953401808","https://openalex.org/W2962726230","https://openalex.org/W2996678389","https://openalex.org/W3003967059","https://openalex.org/W3031847608","https://openalex.org/W3037763266","https://openalex.org/W3120165331","https://openalex.org/W3126304295","https://openalex.org/W3164174244","https://openalex.org/W3179731822","https://openalex.org/W3202687825","https://openalex.org/W4206758009","https://openalex.org/W4210786061","https://openalex.org/W4221041311","https://openalex.org/W4226497842","https://openalex.org/W4235161744","https://openalex.org/W4380449815","https://openalex.org/W6754973087","https://openalex.org/W6802063218"],"related_works":["https://openalex.org/W2950475743","https://openalex.org/W4386603768","https://openalex.org/W2886711096","https://openalex.org/W2376591250","https://openalex.org/W2378972148","https://openalex.org/W4380078352","https://openalex.org/W3046591097","https://openalex.org/W2590796488","https://openalex.org/W4389249638","https://openalex.org/W2734358244"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2,64,134],"work,":[3],"we":[4,178],"introduce":[5],"Fabry\u2013Perot":[6,43,68,98],"lasers":[7],"as":[8,78,124],"neuromoprhic":[9],"nodes":[10,47],"in":[11,173],"the":[12,24,30,37,42,53,97,107,117,144,154,158],"context":[13],"of":[14,26,33,41,63,116,143,187],"time-delayed":[15],"reservoir":[16],"computing":[17],"and":[18,29,147,192],"extreme":[19],"learning":[20],"machine":[21],"(ELM)":[22],"for":[23,81],"processing":[25,46,58,145,171,185],"temporal":[27],"signals":[28],"high-speed":[31],"classification":[32,176,194],"images.":[34],"By":[35],"exploiting":[36],"multi-wavelength":[38],"emission":[39],"capabilities":[40],"lasers,":[44],"additional":[45],"can":[48,139],"be":[49],"introduced,":[50],"thus":[51],"raising":[52],"computational":[54],"power":[55],"without":[56],"sacrificing":[57],"speed.":[59],"An":[60],"experimental":[61],"validation":[62],"concept":[65,100],"using":[66,167],"a":[67,73,82,141,168,184,193],"ELM":[69],"is":[70],"presented":[71],"targeting":[72],"time":[74],"depedent":[75],"task":[76,177],"such":[77],"channel":[79],"equalization":[80],"50":[83],"km":[84],"28":[85],"Gbaud":[86],"\u2018PAM-4\u2019":[87],"transmission,":[88],"offering":[89],"hard-decision":[90],"forward":[91],"error":[92],"correction":[93],"compatible":[94],"performance.":[95],"Additionally,":[96],"neuromorphic":[99],"has":[101],"been":[102],"further":[103],"strengthened":[104],"by":[105,111,150,166],"modifying":[106],"data":[108,136,170],"entry":[109],"technique":[110,138],"parallelelly":[112],"assigning":[113,157],"different":[114,121],"samples":[115],"input":[118],"signal":[119],"to":[120,125,153,161,181,197],"modes":[122],"so":[123],"significantly":[126],"reduce":[127],"speed":[128,186],"penalty.":[129],"Numerical":[130],"simulations":[131],"revealed":[132],"that":[133],"alternative":[135],"insertion":[137],"offer":[140],"reduction":[142],"delay":[146],"physical":[148],"footprint":[149],"75%":[151],"compared":[152],"conventional":[155],"approach":[156],"same":[159],"symbols":[160],"all":[162],"Fairy\u2013Perot":[163],"modes.":[164],"Moreover,":[165],"similar":[169],"scheme":[172],"\u2018MNIST\u2019":[174],"image":[175],"were":[179],"able":[180],"numerically":[182],"achieve":[183],"255.1":[188],"Mimages":[189],"s":[190],"\u22121":[191],"accuracy":[195],"up":[196],"95.95%.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
