{"id":"https://openalex.org/W4392111034","doi":"https://doi.org/10.3390/bdcc8030022","title":"Comparison of Bagging and Sparcity Methods for Connectivity Reduction in Spiking Neural Networks with Memristive Plasticity","display_name":"Comparison of Bagging and Sparcity Methods for Connectivity Reduction in Spiking Neural Networks with Memristive Plasticity","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4392111034","doi":"https://doi.org/10.3390/bdcc8030022"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc8030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030022","pdf_url":"https://www.mdpi.com/2504-2289/8/3/22/pdf?version=1708683437","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/8/3/22/pdf?version=1708683437","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030818725","display_name":"Roman Rybka","orcid":"https://orcid.org/0000-0002-5595-6398"},"institutions":[{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]},{"id":"https://openalex.org/I4210135186","display_name":"MIREA - Russian Technological University","ror":"https://ror.org/04qrtgy16","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210135186"]},{"id":"https://openalex.org/I887846188","display_name":"National Research Nuclear University MEPhI","ror":"https://ror.org/04w8z7f34","country_code":"RU","type":"education","lineage":["https://openalex.org/I887846188"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Roman Rybka","raw_affiliation_strings":["Department of Automated Systems of Organizational Management, Russian Technological University \u201cMIREA\u201d, Vernadsky Av., 119296 Moscow, Russia","Institute for Laser and Plasma Technologies, National Research Nuclear University \u201cMEPhI\u201d, 115409 Moscow, Russia","National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","Department of Automated Systems of Organizational Management, Russian Technological University \"MIREA\", Vernadsky Av., 119296 Moscow, Russia","Institute for Laser and Plasma Technologies, National Research Nuclear University \"MEPhI\", 115409 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-5595-6398","affiliations":[{"raw_affiliation_string":"Department of Automated Systems of Organizational Management, Russian Technological University \u201cMIREA\u201d, Vernadsky Av., 119296 Moscow, Russia","institution_ids":["https://openalex.org/I4210135186"]},{"raw_affiliation_string":"Institute for Laser and Plasma Technologies, National Research Nuclear University \u201cMEPhI\u201d, 115409 Moscow, Russia","institution_ids":["https://openalex.org/I887846188"]},{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"Department of Automated Systems of Organizational Management, Russian Technological University \"MIREA\", Vernadsky Av., 119296 Moscow, Russia","institution_ids":["https://openalex.org/I4210135186"]},{"raw_affiliation_string":"Institute for Laser and Plasma Technologies, National Research Nuclear University \"MEPhI\", 115409 Moscow, Russia","institution_ids":["https://openalex.org/I887846188"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017205862","display_name":"Yury Davydov","orcid":"https://orcid.org/0000-0002-8596-4196"},"institutions":[{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yury Davydov","raw_affiliation_strings":["National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-8596-4196","affiliations":[{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026536766","display_name":"Danila Vlasov","orcid":"https://orcid.org/0000-0002-8314-3941"},"institutions":[{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Danila Vlasov","raw_affiliation_strings":["National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-8314-3941","affiliations":[{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085221839","display_name":"Alexey Serenko","orcid":"https://orcid.org/0000-0002-2321-9879"},"institutions":[{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Serenko","raw_affiliation_strings":["National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-2321-9879","affiliations":[{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021722017","display_name":"Alexander Sboev","orcid":"https://orcid.org/0000-0002-6921-4133"},"institutions":[{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]},{"id":"https://openalex.org/I887846188","display_name":"National Research Nuclear University MEPhI","ror":"https://ror.org/04w8z7f34","country_code":"RU","type":"education","lineage":["https://openalex.org/I887846188"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Sboev","raw_affiliation_strings":["Institute for Laser and Plasma Technologies, National Research Nuclear University \u201cMEPhI\u201d, 115409 Moscow, Russia","National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","Institute for Laser and Plasma Technologies, National Research Nuclear University \"MEPhI\", 115409 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-6921-4133","affiliations":[{"raw_affiliation_string":"Institute for Laser and Plasma Technologies, National Research Nuclear University \u201cMEPhI\u201d, 115409 Moscow, Russia","institution_ids":["https://openalex.org/I887846188"]},{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"Institute for Laser and Plasma Technologies, National Research Nuclear University \"MEPhI\", 115409 Moscow, Russia","institution_ids":["https://openalex.org/I887846188"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110282212","display_name":"Vyacheslav Ilyin","orcid":null},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]},{"id":"https://openalex.org/I2800235667","display_name":"Kurchatov Institute","ror":"https://ror.org/00n1nz186","country_code":"RU","type":"facility","lineage":["https://openalex.org/I2800235667"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vyacheslav Ilyin","raw_affiliation_strings":["Department of NBIC-Technologies, Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia","National Center for Cognitive Research, ITMO University, 197101 Saint Petersburg, Russia","National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;"],"raw_orcid":"https://orcid.org/0000-0003-3243-3436","affiliations":[{"raw_affiliation_string":"Department of NBIC-Technologies, Moscow Institute of Physics and Technology, 141701 Dolgoprudny, Russia","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"National Center for Cognitive Research, ITMO University, 197101 Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]},{"raw_affiliation_string":"National Research Centre \u201cKurchatov Institute\u201d, 123182 Moscow, Russia","institution_ids":["https://openalex.org/I2800235667"]},{"raw_affiliation_string":"National Research Centre \"Kurchatov Institute\", 123182 Moscow, Russia;","institution_ids":["https://openalex.org/I2800235667"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030818725"],"corresponding_institution_ids":["https://openalex.org/I2800235667","https://openalex.org/I4210135186","https://openalex.org/I887846188"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.2492,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43100455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"8","issue":"3","first_page":"22","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":1.0,"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":0.9990000128746033,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/reduction","display_name":"Reduction (mathematics)","score":0.538352370262146},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.511709451675415},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49738505482673645},{"id":"https://openalex.org/keywords/neuroplasticity","display_name":"Neuroplasticity","score":0.4613066017627716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.449483722448349},{"id":"https://openalex.org/keywords/plasticity","display_name":"Plasticity","score":0.4440074563026428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43903249502182007},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.43869268894195557},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3917258381843567},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.20099523663520813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15976843237876892}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.538352370262146},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.511709451675415},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49738505482673645},{"id":"https://openalex.org/C47611674","wikidata":"https://www.wikidata.org/wiki/Q849491","display_name":"Neuroplasticity","level":2,"score":0.4613066017627716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.449483722448349},{"id":"https://openalex.org/C79186407","wikidata":"https://www.wikidata.org/wiki/Q472074","display_name":"Plasticity","level":2,"score":0.4440074563026428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43903249502182007},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.43869268894195557},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3917258381843567},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.20099523663520813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15976843237876892},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/bdcc8030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030022","pdf_url":"https://www.mdpi.com/2504-2289/8/3/22/pdf?version=1708683437","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fd3048681e994502b23db8a177c6e899","is_oa":true,"landing_page_url":"https://doaj.org/article/fd3048681e994502b23db8a177c6e899","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":"Big Data and Cognitive Computing, Vol 8, Iss 3, p 22 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/bdcc8030022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030022","pdf_url":"https://www.mdpi.com/2504-2289/8/3/22/pdf?version=1708683437","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"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":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5680952095","display_name":null,"funder_award_id":"21-11-00328","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392111034.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1570411240","https://openalex.org/W1728842521","https://openalex.org/W2101234009","https://openalex.org/W2103560185","https://openalex.org/W2123921160","https://openalex.org/W2138913040","https://openalex.org/W2169541086","https://openalex.org/W2475602767","https://openalex.org/W2734358244","https://openalex.org/W2745933219","https://openalex.org/W2783525259","https://openalex.org/W2956021488","https://openalex.org/W2962804204","https://openalex.org/W2963966976","https://openalex.org/W2970793768","https://openalex.org/W2982632705","https://openalex.org/W3035644276","https://openalex.org/W3092044102","https://openalex.org/W3108036060","https://openalex.org/W3163815034","https://openalex.org/W3188165077","https://openalex.org/W4200339092","https://openalex.org/W4211108564","https://openalex.org/W4221093291","https://openalex.org/W4303958936","https://openalex.org/W4309002134","https://openalex.org/W4311721387","https://openalex.org/W4313611765","https://openalex.org/W4378782226","https://openalex.org/W4381137345","https://openalex.org/W4386100686","https://openalex.org/W4386159798","https://openalex.org/W4386389462","https://openalex.org/W4390664951","https://openalex.org/W6675354045","https://openalex.org/W6802879828"],"related_works":["https://openalex.org/W2016937053","https://openalex.org/W2372312044","https://openalex.org/W2098828199","https://openalex.org/W4225160247","https://openalex.org/W4255944537","https://openalex.org/W2083867962","https://openalex.org/W4246061543","https://openalex.org/W3124734823","https://openalex.org/W328781604","https://openalex.org/W2023684664"],"abstract_inverted_index":{"Developing":[0],"a":[1,61,83,96,146],"spiking":[2,54,98],"neural":[3,99],"network":[4,64,84],"architecture":[5],"that":[6,50],"could":[7],"prospectively":[8],"be":[9],"trained":[10],"on":[11,131,139],"energy-efficient":[12],"neuromorphic":[13],"hardware":[14],"to":[15,53,104,154,171],"solve":[16],"various":[17],"data":[18],"analysis":[19],"tasks":[20,110],"requires":[21],"satisfying":[22],"the":[23,69,117,132,140,161,172],"limitations":[24],"of":[25,37,47,60,78,92,129,148,163],"prospective":[26],"analog":[27],"or":[28,82],"digital":[29],"hardware,":[30],"i.e.,":[31],"local":[32,57],"learning":[33],"and":[34,106,116,137],"limited":[35],"numbers":[36],"connections,":[38],"respectively.":[39],"In":[40],"this":[41],"work,":[42],"we":[43,73],"compare":[44],"two":[45,112],"methods":[46,94,125,150],"connectivity":[48],"reduction":[49],"are":[51,102],"applicable":[52],"networks":[55,81],"with":[56,85,95],"plasticity;":[58],"instead":[59],"large":[62],"fully-connected":[63],"(which":[65],"is":[66],"used":[67],"as":[68],"baseline":[70],"for":[71],"comparison),":[72],"employ":[74],"either":[75],"an":[76,127],"ensemble":[77],"independent":[79],"small":[80],"probabilistic":[86],"sparse":[87],"connectivity.":[88],"We":[89],"evaluate":[90],"both":[91,149],"these":[93],"three-layer":[97],"network,":[100],"which":[101],"applied":[103],"handwritten":[105,133],"spoken":[107,141],"digit":[108],"classification":[109],"using":[111],"memristive":[113],"plasticity":[114,121],"models":[115,158],"classical":[118],"spike":[119],"time-dependent":[120],"(STDP)":[122],"rule.":[123],"Both":[124],"achieve":[126],"F1-score":[128],"0.93\u20130.95":[130],"digits":[134,142],"recognition":[135,143],"task":[136],"0.85\u20130.93":[138],"task.":[144],"Applying":[145],"combination":[147],"made":[151],"it":[152],"possible":[153],"obtain":[155],"highly":[156],"accurate":[157],"while":[159],"reducing":[160],"number":[162],"connections":[164],"by":[165],"more":[166],"than":[167],"three":[168],"times":[169],"compared":[170],"basic":[173],"model.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}