{"id":"https://openalex.org/W4391769572","doi":"https://doi.org/10.1109/ccwc60891.2024.10427889","title":"An Online Supervised Learning Algorithm Based on Spike Train Kernel for Spiking Neurons","display_name":"An Online Supervised Learning Algorithm Based on Spike Train Kernel for Spiking Neurons","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4391769572","doi":"https://doi.org/10.1109/ccwc60891.2024.10427889"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc60891.2024.10427889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc60891.2024.10427889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-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/A5066073255","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-5222-8363"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liu Yang","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078704613","display_name":"Xianghong Lin","orcid":"https://orcid.org/0000-0002-7932-0546"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghong Lin","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113629381","display_name":"Yuan Zhao","orcid":"https://orcid.org/0000-0002-2922-6578"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhao","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103138406","display_name":"Xiangwen Wang","orcid":"https://orcid.org/0000-0001-7304-2576"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangwen Wang","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022317263","display_name":"Xianrun He","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianrun He","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051156952","display_name":"Yaohui Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaohui Zou","raw_affiliation_strings":["Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Northwest Normal University,College of Compute Science and Engineering,Lanzhou,China","institution_ids":["https://openalex.org/I68986083"]},{"raw_affiliation_string":"College of Compute Science and Engineering, Northwest Normal University, Lanzhou, China","institution_ids":["https://openalex.org/I68986083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066073255"],"corresponding_institution_ids":["https://openalex.org/I68986083"],"apc_list":null,"apc_paid":null,"fwci":0.2307,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46798614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"0380","last_page":"0386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.8557602167129517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7405225038528442},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6140041947364807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5975326299667358},{"id":"https://openalex.org/keywords/spike-train","display_name":"Spike train","score":0.5196967720985413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5164923667907715},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45094844698905945},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.4395328462123871},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4092235565185547},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.21503248810768127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1264922320842743}],"concepts":[{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.8557602167129517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7405225038528442},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6140041947364807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5975326299667358},{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.5196967720985413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5164923667907715},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45094844698905945},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.4395328462123871},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4092235565185547},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21503248810768127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1264922320842743},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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/ccwc60891.2024.10427889","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc60891.2024.10427889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W596170837","https://openalex.org/W1632222365","https://openalex.org/W1965678517","https://openalex.org/W2016639237","https://openalex.org/W2025166739","https://openalex.org/W2042013578","https://openalex.org/W2054113233","https://openalex.org/W2113420865","https://openalex.org/W2130459697","https://openalex.org/W2130974072","https://openalex.org/W2152280100","https://openalex.org/W2154616847","https://openalex.org/W2165639766","https://openalex.org/W2373982822","https://openalex.org/W2379469485","https://openalex.org/W2569813014","https://openalex.org/W2924112519","https://openalex.org/W3006966652","https://openalex.org/W6709743650"],"related_works":["https://openalex.org/W2383615955","https://openalex.org/W4306175885","https://openalex.org/W2056756835","https://openalex.org/W4312604567","https://openalex.org/W4297619707","https://openalex.org/W4387390134","https://openalex.org/W4251092571","https://openalex.org/W2187212244","https://openalex.org/W2542565870","https://openalex.org/W2583316550"],"abstract_inverted_index":{"Spiking":[0],"neural":[1,10,24],"networks,":[2,11],"heralded":[3],"as":[4,47],"the":[5,21,42,50,76,83,89],"third":[6],"generation":[7],"of":[8,23,78,108],"artificial":[9],"spiking":[12,33,60],"neurons":[13,34,61],"utilize":[14],"a":[15,48,105],"precision":[16],"timing":[17],"encoding":[18],"strategy":[19],"for":[20,32,59],"processing":[22],"information.":[25],"Neuroscience":[26],"studies":[27],"show":[28],"that":[29,100],"online":[30,54],"learning":[31,56,73,80,85,90,94,118],"is":[35],"more":[36],"consistent":[37],"with":[38,92],"biological":[39],"basis.":[40],"Using":[41],"spike":[43,71,116],"train":[44,72],"kernel":[45],"definition":[46],"foundation,":[49],"paper":[51],"introduces":[52],"an":[53],"supervised":[55],"algorithm":[57,66],"tailored":[58],"incorporating":[62],"temporal":[63],"encoding.":[64],"The":[65,96],"was":[67],"employed":[68],"in":[69],"various":[70],"tasks,":[74],"analyzing":[75],"impact":[77],"different":[79],"parameters":[81],"on":[82],"algorithm\u2019s":[84],"performance":[86,91],"and":[87],"comparing":[88],"offline":[93],"algorithms.":[95],"experimental":[97],"results":[98],"demonstrate":[99],"our":[101],"presented":[102],"method":[103],"achieves":[104],"higher":[106],"level":[107],"accuracy;":[109],"it":[110],"can":[111],"proficiently":[112],"address":[113],"complex":[114],"spatio-temporal":[115],"pattern":[117],"challenges.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}