{"id":"https://openalex.org/W4205387148","doi":"https://doi.org/10.3390/s22020440","title":"Application of Neuromorphic Olfactory Approach for High-Accuracy Classification of Malts","display_name":"Application of Neuromorphic Olfactory Approach for High-Accuracy Classification of Malts","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4205387148","doi":"https://doi.org/10.3390/s22020440","pmid":"https://pubmed.ncbi.nlm.nih.gov/35062402"},"language":"en","primary_location":{"id":"doi:10.3390/s22020440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020440","pdf_url":"https://www.mdpi.com/1424-8220/22/2/440/pdf?version=1641555539","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/2/440/pdf?version=1641555539","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007654665","display_name":"Anup Vanarse","orcid":"https://orcid.org/0000-0002-0082-4283"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anup Vanarse","raw_affiliation_strings":["Brainchip Research Institute, Perth 6000, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0082-4283","affiliations":[{"raw_affiliation_string":"Brainchip Research Institute, Perth 6000, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047798115","display_name":"Adam Osseiran","orcid":"https://orcid.org/0000-0001-9611-9345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adam Osseiran","raw_affiliation_strings":["Brainchip Research Institute, Perth 6000, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brainchip Research Institute, Perth 6000, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003097408","display_name":"Alexander Rassau","orcid":"https://orcid.org/0000-0002-8295-5681"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alexander Rassau","raw_affiliation_strings":["School of Engineering, Edith Cowan University, Joondalup 6027, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8295-5681","affiliations":[{"raw_affiliation_string":"School of Engineering, Edith Cowan University, Joondalup 6027, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055826160","display_name":"Peter van der Made","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter van der Made","raw_affiliation_strings":["Brainchip Research Institute, Perth 6000, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brainchip Research Institute, Perth 6000, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5007654665"],"corresponding_institution_ids":[],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.8236,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.67389767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"22","issue":"2","first_page":"440","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994000196456909,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994000196456909,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10581","display_name":"Neural dynamics and brain function","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9863649606704712},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.75218665599823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7409367561340332},{"id":"https://openalex.org/keywords/electronic-nose","display_name":"Electronic nose","score":0.6142484545707703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5122489333152771},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47630059719085693},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4759775698184967},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4366548955440521},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3843780755996704},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34919285774230957}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9863649606704712},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.75218665599823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409367561340332},{"id":"https://openalex.org/C23895516","wikidata":"https://www.wikidata.org/wiki/Q550092","display_name":"Electronic nose","level":2,"score":0.6142484545707703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5122489333152771},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47630059719085693},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4759775698184967},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4366548955440521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3843780755996704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34919285774230957}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012903","descriptor_name":"Smell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012903","descriptor_name":"Smell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012903","descriptor_name":"Smell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012903","descriptor_name":"Smell","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22020440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020440","pdf_url":"https://www.mdpi.com/1424-8220/22/2/440/pdf?version=1641555539","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35062402","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35062402","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8778084","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8778084","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworks2022-2026-1113","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworks2022-2026/114","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2022 to 2026","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:c5f1c66749fa4dad9524ef6143248638","is_oa":true,"landing_page_url":"https://doaj.org/article/c5f1c66749fa4dad9524ef6143248638","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":"Sensors, Vol 22, Iss 2, p 440 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/2/440/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22020440","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 2; Pages: 440","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22020440","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020440","pdf_url":"https://www.mdpi.com/1424-8220/22/2/440/pdf?version=1641555539","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205387148.pdf","grobid_xml":"https://content.openalex.org/works/W4205387148.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W53588105","https://openalex.org/W1260401852","https://openalex.org/W1600792260","https://openalex.org/W1666917836","https://openalex.org/W1964151279","https://openalex.org/W1979933607","https://openalex.org/W1991693545","https://openalex.org/W1997082874","https://openalex.org/W2009399039","https://openalex.org/W2018904782","https://openalex.org/W2026687891","https://openalex.org/W2027862571","https://openalex.org/W2031803621","https://openalex.org/W2036737027","https://openalex.org/W2041903229","https://openalex.org/W2045878784","https://openalex.org/W2048730945","https://openalex.org/W2058776154","https://openalex.org/W2058847162","https://openalex.org/W2064704556","https://openalex.org/W2076661751","https://openalex.org/W2110376488","https://openalex.org/W2116068073","https://openalex.org/W2122841949","https://openalex.org/W2125217178","https://openalex.org/W2129189353","https://openalex.org/W2131071815","https://openalex.org/W2137340504","https://openalex.org/W2143375067","https://openalex.org/W2149530067","https://openalex.org/W2163288878","https://openalex.org/W2167148127","https://openalex.org/W2172059977","https://openalex.org/W2252489915","https://openalex.org/W2266336346","https://openalex.org/W2288025140","https://openalex.org/W2332954138","https://openalex.org/W2380735470","https://openalex.org/W2500666926","https://openalex.org/W2511857268","https://openalex.org/W2737365148","https://openalex.org/W2749476078","https://openalex.org/W2765857848","https://openalex.org/W2767721992","https://openalex.org/W2799900537","https://openalex.org/W2897802248","https://openalex.org/W2908360749","https://openalex.org/W2909001642","https://openalex.org/W2929275274","https://openalex.org/W2929447922","https://openalex.org/W2936668654","https://openalex.org/W2941300701","https://openalex.org/W2965428057","https://openalex.org/W2988481835","https://openalex.org/W2998807167","https://openalex.org/W3011489868","https://openalex.org/W3025982379","https://openalex.org/W3045896750","https://openalex.org/W3083311324","https://openalex.org/W3100658279","https://openalex.org/W3165370702","https://openalex.org/W3173029518","https://openalex.org/W3180037000","https://openalex.org/W3185029387","https://openalex.org/W3214909714","https://openalex.org/W4241816096","https://openalex.org/W6929732098"],"related_works":["https://openalex.org/W3089892344","https://openalex.org/W4313442939","https://openalex.org/W4386227293","https://openalex.org/W4372267706","https://openalex.org/W4288055417","https://openalex.org/W4287758233","https://openalex.org/W2960220682","https://openalex.org/W4205804651","https://openalex.org/W3136467750","https://openalex.org/W4285308918"],"abstract_inverted_index":{"Current":[0],"developments":[1],"in":[2,69,126],"artificial":[3],"olfactory":[4,55],"systems,":[5,12],"also":[6],"known":[7],"as":[8,117],"electronic":[9],"nose":[10],"(e-nose)":[11],"have":[13,21,97],"benefited":[14],"from":[15,48,66,153],"advanced":[16],"machine":[17],"learning":[18],"techniques":[19],"that":[20,77,109,148,168,215],"significantly":[22],"improved":[23],"the":[24,38,53,74,81,111,169,206,210,216,229],"conditioning":[25],"and":[26,43,64,83,120,141,223,236],"processing":[27],"of":[28,40,59,73,85,95,113,150,164,185,194,205,209],"multivariate":[29],"feature-rich":[30],"sensor":[31,151],"data.":[32],"These":[33],"advancements":[34],"are":[35,71],"complemented":[36],"by":[37],"application":[39,58],"bioinspired":[41,87],"algorithms":[42],"architectures":[44],"based":[45],"on":[46,52,99,103,201,228],"findings":[47],"neurophysiological":[49],"studies":[50,96],"focusing":[51],"biological":[54],"pathway.":[56],"The":[57],"spiking":[60],"neural":[61],"networks":[62],"(SNNs),":[63],"concepts":[65],"neuromorphic":[67,114,139,202,212,230],"engineering":[68],"general,":[70],"one":[72],"key":[75,207],"factors":[76],"has":[78],"led":[79],"to":[80,144,160,175,233],"design":[82],"development":[84],"efficient":[86],"e-nose":[88,129,156,239],"systems.":[89,240],"However,":[90],"only":[91],"a":[92,104,127,145,154,182,191],"limited":[93],"number":[94],"focused":[98],"deploying":[100],"these":[101],"models":[102],"natively":[105],"event-driven":[106],"hardware":[107],"platform":[108],"exploits":[110],"benefits":[112],"implementation,":[115],"such":[116],"ultra-low-power":[118],"consumption":[119,193],"real-time":[121,238],"processing,":[122],"for":[123],"simplified":[124],"integration":[125],"portable":[128],"system.":[130],"In":[131],"this":[132],"paper,":[133],"we":[134],"extend":[135],"our":[136],"previously":[137],"reported":[138],"encoding":[140],"classification":[142,179],"approach":[143],"real-world":[146],"dataset":[147],"consists":[149],"responses":[152],"commercial":[155],"system":[157],"when":[158,199],"exposed":[159],"eight":[161],"different":[162],"types":[163],"malts.":[165],"We":[166],"show":[167],"proposed":[170,211],"SNN-based":[171],"classifier":[172],"was":[173],"able":[174],"deliver":[176],"97%":[177],"accurate":[178],"results":[180],"at":[181],"maximum":[183],"latency":[184],"0.4":[186],"ms":[187],"per":[188],"inference":[189],"with":[190],"power":[192],"less":[195],"than":[196],"1":[197],"mW":[198],"deployed":[200],"hardware.":[203],"One":[204],"advantages":[208],"architecture":[213],"is":[214],"entire":[217],"functionality,":[218],"including":[219],"pre-processing,":[220],"event":[221],"encoding,":[222],"classification,":[224],"can":[225],"be":[226],"mapped":[227],"system-on-a-chip":[231],"(NSoC)":[232],"develop":[234],"power-efficient":[235],"highly-accurate":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
