{"id":"https://openalex.org/W4321599747","doi":"https://doi.org/10.3390/s23052433","title":"A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition","display_name":"A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321599747","doi":"https://doi.org/10.3390/s23052433","pmid":"https://pubmed.ncbi.nlm.nih.gov/36904636"},"language":"en","primary_location":{"id":"doi:10.3390/s23052433","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23052433","pdf_url":"https://www.mdpi.com/1424-8220/23/5/2433/pdf?version=1677491736","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/1424-8220/23/5/2433/pdf?version=1677491736","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088276807","display_name":"Dexuan Huo","orcid":"https://orcid.org/0000-0002-0452-3998"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dexuan Huo","raw_affiliation_strings":["School of Integrated Circuits, Tsinghua University, Beijing 100084, China"],"raw_orcid":"https://orcid.org/0000-0002-0452-3998","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624323","display_name":"Jilin Zhang","orcid":"https://orcid.org/0000-0003-0241-0727"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jilin Zhang","raw_affiliation_strings":["School of Integrated Circuits, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102994315","display_name":"Xinyu Dai","orcid":"https://orcid.org/0000-0002-4139-7337"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Dai","raw_affiliation_strings":["School of Integrated Circuits, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451855","display_name":"Pingping Zhang","orcid":"https://orcid.org/0000-0003-1206-1444"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pingping Zhang","raw_affiliation_strings":["Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681914","display_name":"Shumin Zhang","orcid":"https://orcid.org/0000-0003-2777-3938"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shumin Zhang","raw_affiliation_strings":["Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032796133","display_name":"Xiao Yang","orcid":"https://orcid.org/0000-0002-9857-2909"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Yang","raw_affiliation_strings":["Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037902007","display_name":"Jiachuang Wang","orcid":"https://orcid.org/0000-0001-5066-3361"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210107198","display_name":"State Key Laboratory of Transducer Technology","ror":"https://ror.org/01qg56n75","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366","https://openalex.org/I19820366","https://openalex.org/I4210107198","https://openalex.org/I4210110458","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachuang Wang","raw_affiliation_strings":["State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210107198","https://openalex.org/I4210147322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065644236","display_name":"Mengwei Liu","orcid":"https://orcid.org/0009-0007-6519-3631"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210107198","display_name":"State Key Laboratory of Transducer Technology","ror":"https://ror.org/01qg56n75","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366","https://openalex.org/I19820366","https://openalex.org/I4210107198","https://openalex.org/I4210110458","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengwei Liu","raw_affiliation_strings":["State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210107198","https://openalex.org/I4210147322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100557916","display_name":"Xuhui Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuhui Sun","raw_affiliation_strings":["Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suzhou Huiwen Nanotechnology Co., Ltd., Suzhou 215004, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420459","display_name":"Hong Chen","orcid":"https://orcid.org/0000-0003-0774-1410"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Chen","raw_affiliation_strings":["School of Integrated Circuits, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100420459"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.1859,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87588565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"23","issue":"5","first_page":"2433","last_page":"2433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"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/T10461","display_name":"Gas Sensing Nanomaterials and Sensors","score":0.9972000122070312,"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/T11472","display_name":"Analytical Chemistry and Sensors","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1502","display_name":"Bioengineering"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.778423547744751},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7009152173995972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6881474256515503},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6590701341629028},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6378687620162964},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6018038392066956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6014678478240967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5554790496826172},{"id":"https://openalex.org/keywords/flammable-liquid","display_name":"Flammable liquid","score":0.43401801586151123},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4155164361000061},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39599472284317017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22009387612342834},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07348069548606873}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.778423547744751},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7009152173995972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6881474256515503},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6590701341629028},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6378687620162964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6018038392066956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6014678478240967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5554790496826172},{"id":"https://openalex.org/C31892906","wikidata":"https://www.wikidata.org/wiki/Q5457310","display_name":"Flammable liquid","level":2,"score":0.43401801586151123},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4155164361000061},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39599472284317017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22009387612342834},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07348069548606873},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23052433","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23052433","pdf_url":"https://www.mdpi.com/1424-8220/23/5/2433/pdf?version=1677491736","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:36904636","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36904636","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":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10006916","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10006916","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10006916/pdf/sensors-23-02433.pdf","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:doaj.org/article:bee317b02e1c40d98f8f4e28b3f15dd8","is_oa":true,"landing_page_url":"https://doaj.org/article/bee317b02e1c40d98f8f4e28b3f15dd8","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 23, Iss 5, p 2433 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/5/2433/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23052433","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23052433","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23052433","pdf_url":"https://www.mdpi.com/1424-8220/23/5/2433/pdf?version=1677491736","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":[],"awards":[{"id":"https://openalex.org/G1378179612","display_name":null,"funder_award_id":"2018AAA0103100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G219129042","display_name":null,"funder_award_id":"No. 92164110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2577658242","display_name":null,"funder_award_id":"BG0149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3919743371","display_name":null,"funder_award_id":"92164110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7875222260","display_name":null,"funder_award_id":"U19B2041","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/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321599747.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1492348321","https://openalex.org/W1978306818","https://openalex.org/W1997082874","https://openalex.org/W1999258247","https://openalex.org/W2021367031","https://openalex.org/W2022851810","https://openalex.org/W2036206885","https://openalex.org/W2038554309","https://openalex.org/W2045917834","https://openalex.org/W2061447319","https://openalex.org/W2061521613","https://openalex.org/W2079296123","https://openalex.org/W2100381264","https://openalex.org/W2151647133","https://openalex.org/W2521246563","https://openalex.org/W2593994206","https://openalex.org/W2773686063","https://openalex.org/W2788388592","https://openalex.org/W2886072822","https://openalex.org/W2893752867","https://openalex.org/W2911387252","https://openalex.org/W2936340431","https://openalex.org/W2941914242","https://openalex.org/W2955058548","https://openalex.org/W2963587312","https://openalex.org/W2994803432","https://openalex.org/W3003466106","https://openalex.org/W3011489868","https://openalex.org/W3097936438","https://openalex.org/W3100658279","https://openalex.org/W3116792777","https://openalex.org/W3185646881","https://openalex.org/W3196874059","https://openalex.org/W4223582338","https://openalex.org/W4226334265","https://openalex.org/W6687566226"],"related_works":["https://openalex.org/W2348573407","https://openalex.org/W263212044","https://openalex.org/W2527560009","https://openalex.org/W2381839972","https://openalex.org/W3120693169","https://openalex.org/W4243774373","https://openalex.org/W1971929153","https://openalex.org/W3122778336","https://openalex.org/W4390728658","https://openalex.org/W1968634077"],"abstract_inverted_index":{"The":[0],"sensitivity":[1],"and":[2,16,21,76,84,118,166],"selectivity":[3],"profiles":[4],"of":[5,74,129,138,157],"gas":[6,31,92,100,159],"sensors":[7],"are":[8],"always":[9],"changed":[10],"by":[11],"sensor":[12,14],"drifting,":[13],"aging,":[15],"the":[17,41,47,126,147],"surroundings":[18],"(e.g.,":[19],"temperature":[20],"humidity":[22],"changes),":[23],"which":[24,79,162],"lead":[25],"to":[26,45,49,70],"a":[27,64,90,94,151],"serious":[28],"decline":[29],"in":[30,131],"recognition":[32,101,160],"accuracy":[33,96,128,154],"or":[34],"even":[35],"invalidation.":[36],"To":[37],"address":[38],"this":[39,60],"issue,":[40],"practical":[42],"solution":[43],"is":[44],"retrain":[46],"network":[48,68,121,124,149],"maintain":[50],"performance,":[51],"leveraging":[52],"its":[53,164],"rapid,":[54],"incremental":[55],"online":[56],"learning":[57],"capacity.":[58],"In":[59,145],"paper,":[61],"we":[62],"develop":[63],"bio-inspired":[65],"spiking":[66],"neural":[67,120],"(SNN)":[69],"recognize":[71],"nine":[72,136],"types":[73,137],"flammable":[75],"toxic":[77],"gases,":[78,139],"supports":[80],"few-shot":[81],"class-incremental":[82],"learning,":[83],"can":[85],"be":[86],"retrained":[87],"quickly":[88],"with":[89,99,141],"new":[91],"at":[93],"low":[95],"cost.":[97],"Compared":[98],"approaches":[102],"such":[103],"as":[104],"support":[105],"vector":[106],"machine":[107],"(SVM),":[108],"k-nearest":[109],"neighbor":[110],"(KNN),":[111],"principal":[112],"component":[113],"analysis":[114],"(PCA)":[115],"+SVM,":[116],"PCA+KNN,":[117],"artificial":[119],"(ANN),":[122],"our":[123],"achieves":[125],"highest":[127],"98.75%":[130],"five-fold":[132],"cross-validation":[133],"for":[134,168],"identifying":[135],"each":[140],"five":[142],"different":[143],"concentrations.":[144],"particular,":[146],"proposed":[148],"has":[150],"5.09%":[152],"higher":[153],"than":[155],"that":[156],"other":[158],"algorithms,":[161],"validates":[163],"robustness":[165],"effectiveness":[167],"real-life":[169],"fire":[170],"scenarios.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
