{"id":"https://openalex.org/W4410227181","doi":"https://doi.org/10.1109/wcnc61545.2025.10978731","title":"STDP Training Design and Performances of a SNN for Sequence Detection as a Wake Up Radio in a IoT Network","display_name":"STDP Training Design and Performances of a SNN for Sequence Detection as a Wake Up Radio in a IoT Network","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4410227181","doi":"https://doi.org/10.1109/wcnc61545.2025.10978731"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc61545.2025.10978731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05372664","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059199095","display_name":"Pauline Joseph","orcid":"https://orcid.org/0000-0001-7851-2872"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pierrick Joseph","raw_affiliation_strings":["CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621"],"affiliations":[{"raw_affiliation_string":"CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092016157","display_name":"Guillaume Marthe","orcid":"https://orcid.org/0009-0008-4629-475X"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Marthe","raw_affiliation_strings":["CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621"],"affiliations":[{"raw_affiliation_string":"CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621","institution_ids":["https://openalex.org/I48430043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078984108","display_name":"Claire Goursaud","orcid":"https://orcid.org/0000-0003-0971-9305"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Claire Goursaud","raw_affiliation_strings":["CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621","CITI - CITI Centre of Innovation in Telecommunications and Integration of services (CITI Laboratory, INSA Lyon Domaine Scientifique de la Doua Batiment Claude Chappe 6 avenue des Arts 69621 Villeurbanne Cedex Phone +33 4 7243 6415 Fax +33 4 7243 6227 E-Mail citi@insa-lyon.fr - France)"],"affiliations":[{"raw_affiliation_string":"CITI, UR3720, INSA Lyon, Inria,Villeurbanne,France,69621","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"CITI - CITI Centre of Innovation in Telecommunications and Integration of services (CITI Laboratory, INSA Lyon Domaine Scientifique de la Doua Batiment Claude Chappe 6 avenue des Arts 69621 Villeurbanne Cedex Phone +33 4 7243 6415 Fax +33 4 7243 6227 E-Mail citi@insa-lyon.fr - France)","institution_ids":["https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059199095"],"corresponding_institution_ids":["https://openalex.org/I48430043"],"apc_list":null,"apc_paid":null,"fwci":0.7467,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71731956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.7638999819755554,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.7638999819755554,"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":0.6314806938171387},{"id":"https://openalex.org/keywords/wake","display_name":"Wake","score":0.5598047971725464},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5327204465866089},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4963274598121643},{"id":"https://openalex.org/keywords/radio-networks","display_name":"Radio networks","score":0.4575956463813782},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23918652534484863},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.175571471452713},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.17166107892990112},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14787298440933228},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05899515748023987}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6314806938171387},{"id":"https://openalex.org/C48939323","wikidata":"https://www.wikidata.org/wiki/Q294879","display_name":"Wake","level":2,"score":0.5598047971725464},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5327204465866089},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4963274598121643},{"id":"https://openalex.org/C2989466925","wikidata":"https://www.wikidata.org/wiki/Q1061197","display_name":"Radio networks","level":4,"score":0.4575956463813782},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23918652534484863},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.175571471452713},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.17166107892990112},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14787298440933228},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05899515748023987},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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:10.1109/wcnc61545.2025.10978731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05372664v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05372664","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WCNC 2025 - IEEE Wireless Communications and Networking Conference, Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978731⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05372664v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05372664","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WCNC 2025 - IEEE Wireless Communications and Networking Conference, Mar 2025, Milan, Italy. pp.1-6, ⟨10.1109/WCNC61545.2025.10978731⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1570411240","https://openalex.org/W1987659653","https://openalex.org/W2090552236","https://openalex.org/W2141381579","https://openalex.org/W2571303926","https://openalex.org/W2596998695","https://openalex.org/W2804249586","https://openalex.org/W2805186316","https://openalex.org/W4280607449","https://openalex.org/W4312910533","https://openalex.org/W4376480683","https://openalex.org/W4381682834","https://openalex.org/W4400811458","https://openalex.org/W6757951297"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2757285599","https://openalex.org/W2376025146","https://openalex.org/W161151693","https://openalex.org/W2955635855","https://openalex.org/W3195741387","https://openalex.org/W4324257240","https://openalex.org/W4381570180"],"abstract_inverted_index":{"Wake":[0],"up":[1,32],"radio":[2],"receivers":[3],"are":[4],"an":[5],"efficient":[6],"approach":[7],"to":[8,22,33,48,55,64,67,84,107],"reduce":[9,49],"energy":[10,51],"consumption":[11],"in":[12,71,94],"Internet":[13],"of":[14],"Things":[15],"(IoT)":[16],"nodes.":[17],"They":[18],"monitor":[19],"the":[20,69,77,86,91,96,103,109],"channel":[21,73],"identify":[23],"when":[24],"a":[25],"specific":[26],"activation":[27],"sequence":[28,70,97],"is":[29],"transmitted.":[30],"However,":[31],"now,":[34],"they":[35],"rely":[36],"on":[37],"classical":[38],"processors":[39],"which":[40],"still":[41],"consume":[42],"too":[43],"much.":[44],"In":[45,62],"this":[46,50],"paper,":[47],"consumption,":[52],"we":[53,75],"propose":[54],"exploit":[56,76],"Spiking":[57],"Neural":[58],"Network":[59],"(SNN)":[60],"architecture.":[61],"order":[63],"be":[65],"able":[66],"detect":[68],"various":[72],"conditions,":[74],"Spike-Timing":[78],"Dependent":[79],"Plasticity":[80],"(STDP)":[81],"learning":[82],"rule":[83],"train":[85],"SNN.":[87],"We":[88],"show":[89],"that":[90],"SNN":[92],"succeeds":[93],"performing":[95],"detection":[98],"accurately,":[99],"and":[100],"delve":[101],"into":[102],"training":[104],"set":[105],"design":[106],"improve":[108],"accuracy.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}