{"id":"https://openalex.org/W4402592911","doi":"https://doi.org/10.1109/tim.2024.3462986","title":"Mammalian Olfaction-Inspired Spike-Coded Bionic Neural Network","display_name":"Mammalian Olfaction-Inspired Spike-Coded Bionic Neural Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402592911","doi":"https://doi.org/10.1109/tim.2024.3462986"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3462986","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tim.2024.3462986","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5052409945","display_name":"Hantao Li","orcid":"https://orcid.org/0000-0001-8544-1953"},"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":"Hantao Li","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8544-1953","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080909831","display_name":"Fengchun Tian","orcid":"https://orcid.org/0000-0002-5306-6690"},"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":"Fengchun Tian","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5306-6690","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035611119","display_name":"Siyuan Deng","orcid":"https://orcid.org/0000-0001-9683-6627"},"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":"Siyuan Deng","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-9683-6627","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052821672","display_name":"Zhiyuan Wu","orcid":"https://orcid.org/0000-0002-6194-7922"},"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":"Zhiyuan Wu","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6194-7922","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083096343","display_name":"Leilei Zhao","orcid":"https://orcid.org/0000-0003-2309-8832"},"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":"Leilei Zhao","raw_affiliation_strings":["School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2309-8832","affiliations":[{"raw_affiliation_string":"School of Microelectronic and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3256,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54410071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9987999796867371,"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":0.9987999796867371,"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9485999941825867,"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/olfaction","display_name":"Olfaction","score":0.7432025671005249},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6070413589477539},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5706689953804016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393386483192444},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.46707823872566223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3744160234928131},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.344846248626709}],"concepts":[{"id":"https://openalex.org/C163214680","wikidata":"https://www.wikidata.org/wiki/Q1541064","display_name":"Olfaction","level":2,"score":0.7432025671005249},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6070413589477539},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5706689953804016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393386483192444},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.46707823872566223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3744160234928131},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.344846248626709},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3462986","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tim.2024.3462986","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G3563698730","display_name":null,"funder_award_id":"62171066","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2174331923","https://openalex.org/W2050175337","https://openalex.org/W2978997352","https://openalex.org/W2329992713","https://openalex.org/W2300772690","https://openalex.org/W3050304047","https://openalex.org/W2808749072","https://openalex.org/W2317338006","https://openalex.org/W2385487847","https://openalex.org/W2062974934"],"abstract_inverted_index":{"To":[0,49],"overcome":[1],"the":[2,51,54,82,96,104,135,142,160,163,169],"complex":[3,127],"signal":[4],"processing":[5],"challenges":[6],"in":[7,126,134,148,162],"electronic":[8],"nose":[9],"(e-nose)":[10],"odor":[11],"detection,":[12],"this":[13],"study":[14],"proposed":[15,55],"a":[16,172],"biomimetic":[17],"olfactory":[18,26],"perception":[19],"neural":[20,42],"network":[21],"(BOPNN),":[22],"inspired":[23],"by":[24,75],"mammalian":[25,31],"systems.":[27],"The":[28],"BOPNN,":[29],"mimicking":[30],"olfaction":[32],"structure,":[33],"directly":[34],"analyzes":[35],"sensor":[36,149],"outputs,":[37],"using":[38],"Gabor":[39],"receptive":[40],"field-based":[41],"coding":[43],"scheme":[44],"to":[45,146],"bypass":[46],"traditional":[47],"preprocessing.":[48],"assess":[50],"effectiveness":[52],"of":[53,88,100,116,159,175],"bionic":[56,69],"model,":[57],"comparative":[58,121],"analyses":[59],"were":[60,72,137,165],"performed":[61],"with":[62,113,131],"several":[63],"classic":[64,101],"classification":[65],"methods":[66,122],"and":[67,151],"various":[68],"models":[70],"that":[71,81,141],"previously":[73],"developed":[74],"other":[76,120],"researchers.":[77],"Experimental":[78],"results":[79],"revealed":[80],"BOPNN":[83],"achieves":[84],"an":[85,114],"average":[86,115],"accuracy":[87],"94.6%":[89],"on":[90,108,178],"Dataset":[91,109,179],"A":[92],"(single":[93],"odor),":[94],"surpassing":[95],"87.5%":[97],"recognition":[98,173],"rate":[99,174],"methods.":[102],"Additionally,":[103],"model":[105,143,170],"was":[106],"tested":[107],"B":[110],"(mixed":[111],"odors),":[112],"85%":[117,177],"higher":[118],"than":[119,157],"demonstrating":[123],"its":[124],"robustness":[125],"environments.":[128],"Furthermore,":[129],"scenarios":[130],"damaged":[132,166],"sensors":[133,161],"array":[136,164],"simulated.":[138],"Experiments":[139],"demonstrated":[140],"is":[144],"robust":[145],"variations":[147],"type":[150],"quantity.":[152],"Notably,":[153],"even":[154],"when":[155],"more":[156],"50%":[158],"or":[167],"unresponsive,":[168],"maintained":[171],"over":[176],"A.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
