{"id":"https://openalex.org/W4402910965","doi":"https://doi.org/10.1088/2634-4386/ad80bc","title":"Time\u2013frequency analysis using spiking neural network","display_name":"Time\u2013frequency analysis using spiking neural network","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402910965","doi":"https://doi.org/10.1088/2634-4386/ad80bc"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ad80bc","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad80bc","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2634-4386/ad80bc","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057107210","display_name":"Moshe Bensimon","orcid":"https://orcid.org/0000-0002-9291-1703"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]},{"id":"https://openalex.org/I3129975082","display_name":"Sami Shamoon College of Engineering","ror":"https://ror.org/011aa4g29","country_code":"IL","type":"education","lineage":["https://openalex.org/I3129975082"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Moshe Bensimon","raw_affiliation_strings":["Computer Science Department, Sami Shamoon College of Engineering, Beer-Sheva, Israel","School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":"https://orcid.org/0000-0002-9291-1703","affiliations":[{"raw_affiliation_string":"Computer Science Department, Sami Shamoon College of Engineering, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I3129975082"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027159531","display_name":"Yakir Hadad","orcid":"https://orcid.org/0000-0003-4682-9415"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yakir Hadad","raw_affiliation_strings":["School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016591905","display_name":"Yehuda Ben\u2010Shimol","orcid":"https://orcid.org/0000-0002-4905-2085"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yehuda Ben-Shimol","raw_affiliation_strings":["School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072766500","display_name":"Shlomo Greenberg","orcid":"https://orcid.org/0000-0002-1385-8394"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]},{"id":"https://openalex.org/I3129975082","display_name":"Sami Shamoon College of Engineering","ror":"https://ror.org/011aa4g29","country_code":"IL","type":"education","lineage":["https://openalex.org/I3129975082"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shlomo Greenberg","raw_affiliation_strings":["Computer Science Department, Sami Shamoon College of Engineering, Beer-Sheva, Israel","School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":"https://orcid.org/0000-0002-1385-8394","affiliations":[{"raw_affiliation_string":"Computer Science Department, Sami Shamoon College of Engineering, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I3129975082"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057107210"],"corresponding_institution_ids":["https://openalex.org/I124227911","https://openalex.org/I3129975082"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":0.6508,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75051985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"4","issue":"4","first_page":"044001","last_page":"044001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9480999708175659,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9480999708175659,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.4993910789489746},{"id":"https://openalex.org/keywords/frequency-analysis","display_name":"Frequency analysis","score":0.4353214502334595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4243905544281006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3095458745956421},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0894913375377655}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4993910789489746},{"id":"https://openalex.org/C97118885","wikidata":"https://www.wikidata.org/wiki/Q565636","display_name":"Frequency analysis","level":2,"score":0.4353214502334595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4243905544281006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3095458745956421},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0894913375377655}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/ad80bc","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad80bc","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7eca0c3d4fbd433d961078a530c74dbb","is_oa":true,"landing_page_url":"https://doaj.org/article/7eca0c3d4fbd433d961078a530c74dbb","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":"Neuromorphic Computing and Engineering, Vol 4, Iss 4, p 044001 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ad80bc","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad80bc","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1985940938","https://openalex.org/W2022136730","https://openalex.org/W2076964542","https://openalex.org/W2088252378","https://openalex.org/W2088754986","https://openalex.org/W2107433900","https://openalex.org/W2138214290","https://openalex.org/W2152502378","https://openalex.org/W2157239334","https://openalex.org/W2216946510","https://openalex.org/W2311509729","https://openalex.org/W2524481731","https://openalex.org/W2744986420","https://openalex.org/W2805087868","https://openalex.org/W2895594817","https://openalex.org/W2946884143","https://openalex.org/W2988068973","https://openalex.org/W3006966652","https://openalex.org/W3008359683","https://openalex.org/W3128999834","https://openalex.org/W3137731826","https://openalex.org/W3153380589","https://openalex.org/W3174150268","https://openalex.org/W4210357113","https://openalex.org/W4220808996","https://openalex.org/W4225749799","https://openalex.org/W4285247025","https://openalex.org/W4318476316","https://openalex.org/W4322769427","https://openalex.org/W4324092119","https://openalex.org/W4360979418","https://openalex.org/W4362673027","https://openalex.org/W4389311565","https://openalex.org/W4394854326","https://openalex.org/W6742838366","https://openalex.org/W6745040755","https://openalex.org/W6745609711","https://openalex.org/W6750729320","https://openalex.org/W6772235466","https://openalex.org/W6774581290","https://openalex.org/W6780325060","https://openalex.org/W6783732376","https://openalex.org/W6786253825","https://openalex.org/W6806069966","https://openalex.org/W6842628673","https://openalex.org/W6858460250","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Abstract":[0],"Time\u2013frequency":[1],"analysis":[2,28,127],"plays":[3],"a":[4,30,39,57,77,87,121,146,177],"crucial":[5],"role":[6],"in":[7,56,120,182],"various":[8],"fields,":[9],"including":[10],"signal":[11,59,115],"processing":[12],"and":[13,23,44,123,144],"feature":[14,64],"extraction.":[15,65],"In":[16],"this":[17],"article,":[18],"we":[19,69],"propose":[20],"an":[21,45,72,167],"alternative":[22],"innovative":[24],"method":[25],"for":[26,60,79,104],"time\u2013frequency":[27,105],"using":[29,71],"biologically":[31],"inspired":[32],"spiking":[33],"neural":[34,42],"network":[35,74,99],"(SNN),":[36],"encompassing":[37],"both":[38],"specific":[40,83],"spike-continuous-time-neuron-based":[41],"architecture":[43],"adaptive":[46],"learning":[47,93],"rule.":[48],"We":[49,85],"aim":[50],"to":[51,95,112,141,149,162,170],"efficiently":[52],"detect":[53,142],"frequencies":[54,143],"embedded":[55],"given":[58],"the":[61,80,98,110,114,132,135,150,171],"purpose":[62],"of":[63,82,134,180],"To":[66],"achieve":[67],"this,":[68],"suggest":[70],"SN-based":[73],"functioning":[75],"as":[76],"resonator":[78],"detection":[81],"frequencies.":[84],"developed":[86],"modified":[88],"supervised":[89],"spike":[90],"timing-dependent":[91],"plasticity":[92],"rule":[94],"effectively":[96],"adjust":[97],"parameters.":[100],"Unlike":[101],"traditional":[102],"methods":[103],"analysis,":[106],"our":[107],"approach":[108,159],"obviates":[109],"need":[111],"segment":[113],"into":[116],"several":[117],"frames,":[118],"resulting":[119],"streamlined":[122],"more":[124],"effective":[125],"frequency":[126],"process.":[128],"Simulation":[129],"results":[130],"demonstrate":[131],"efficiency":[133],"proposed":[136,158],"method,":[137],"showcasing":[138],"its":[139],"ability":[140],"generate":[145],"Spikegram":[147],"akin":[148],"fast":[151],"Fourier":[152],"transform":[153],"(FFT)":[154],"based":[155],"spectrogram.":[156],"The":[157],"is":[160],"applied":[161],"analyzing":[163],"EEG":[164,184],"signals,":[165],"demonstrating":[166],"accurate":[168],"correlation":[169],"equivalent":[172],"FFT":[173],"transform.":[174],"Results":[175],"show":[176],"success":[178],"rate":[179],"94.3%":[181],"classifying":[183],"signals.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
