{"id":"https://openalex.org/W4408226204","doi":"https://doi.org/10.1142/s0129065725500273","title":"Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity","display_name":"Toward a Biologically Plausible SNN-Based Associative Memory with Context-Dependent Hebbian Connectivity","publication_year":2025,"publication_date":"2025-03-07","ids":{"openalex":"https://openalex.org/W4408226204","doi":"https://doi.org/10.1142/s0129065725500273","pmid":"https://pubmed.ncbi.nlm.nih.gov/40253681"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065725500273","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500273","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5018047359","display_name":"Sergey Makovkin","orcid":"https://orcid.org/0000-0003-4657-8900"},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"S. Yu. Makovkin","raw_affiliation_strings":["Department of Applied Mathematics, Institute of Information Technology, Mathematics and Mechanics, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia"],"raw_orcid":"https://orcid.org/0000-0003-4657-8900","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Institute of Information Technology, Mathematics and Mechanics, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028195578","display_name":"Susanna Gordleeva","orcid":"https://orcid.org/0000-0002-7687-3065"},"institutions":[{"id":"https://openalex.org/I149643846","display_name":"Immanuel Kant Baltic Federal University","ror":"https://ror.org/0421w8947","country_code":"RU","type":"education","lineage":["https://openalex.org/I149643846"]},{"id":"https://openalex.org/I4210143490","display_name":"Computing Center","ror":"https://ror.org/0557kgc34","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210143490","https://openalex.org/I4210148470"]},{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"S. Yu. Gordleeva","raw_affiliation_strings":["Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 14 A. Nevskogo Street, Kaliningrad 236041, Russia","Neuromorphic Computing Center, Neimark University, 6 Nartova Street, Nizhny Novgorod 603081, Russia","Scientific and Educational Mathematical Center \u201cMathematics of Future Technologies\u201d, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7687-3065","affiliations":[{"raw_affiliation_string":"Baltic Center for Neurotechnology and Artificial Intelligence, Immanuel Kant Baltic Federal University, 14 A. Nevskogo Street, Kaliningrad 236041, Russia","institution_ids":["https://openalex.org/I149643846"]},{"raw_affiliation_string":"Neuromorphic Computing Center, Neimark University, 6 Nartova Street, Nizhny Novgorod 603081, Russia","institution_ids":["https://openalex.org/I4210143490"]},{"raw_affiliation_string":"Scientific and Educational Mathematical Center \u201cMathematics of Future Technologies\u201d, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079996146","display_name":"Innokentiy Kastalskiy","orcid":"https://orcid.org/0000-0001-6050-4356"},"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/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"I. A. Kastalskiy","raw_affiliation_strings":["Department of Neurotechnology, Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia","Laboratory of Neurobiomorphic Technologies, Moscow Institute of Physics and Technology, 9 Institutskiy Lane, Dolgoprudny 141701, Moscow Region, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6050-4356","affiliations":[{"raw_affiliation_string":"Department of Neurotechnology, Institute of Biology and Biomedicine, Lobachevsky State University of Nizhny Novgorod, 23 Gagarin Avenue, Nizhny Novgorod 603022, Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Laboratory of Neurobiomorphic Technologies, Moscow Institute of Physics and Technology, 9 Institutskiy Lane, Dolgoprudny 141701, Moscow Region, Russia","institution_ids":["https://openalex.org/I153845743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018047359"],"corresponding_institution_ids":["https://openalex.org/I79563041"],"apc_list":null,"apc_paid":null,"fwci":1.3062,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79282818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"35","issue":"11","first_page":"2550027","last_page":"2550027"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9932000041007996,"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/hebbian-theory","display_name":"Hebbian theory","score":0.8553926348686218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6432629823684692},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.5593429207801819},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.5575411319732666},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5269827842712402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3929217755794525},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.372244656085968},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28129222989082336},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22829657793045044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1017572283744812},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08269739151000977}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.8553926348686218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6432629823684692},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.5593429207801819},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.5575411319732666},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5269827842712402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3929217755794525},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.372244656085968},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28129222989082336},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22829657793045044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1017572283744812},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08269739151000977},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001245","descriptor_name":"Association Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001245","descriptor_name":"Association Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065725500273","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500273","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:40253681","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40253681","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G5413433293","display_name":null,"funder_award_id":"23-71-30010","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"},{"id":"https://openalex.org/G7367972882","display_name":null,"funder_award_id":"075-02-2023-945","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G8532521343","display_name":null,"funder_award_id":"23-11-00134","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"},{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W111157985","https://openalex.org/W1568720478","https://openalex.org/W1636374184","https://openalex.org/W1969483526","https://openalex.org/W1983162973","https://openalex.org/W1984431842","https://openalex.org/W1985940938","https://openalex.org/W2004921550","https://openalex.org/W2007031766","https://openalex.org/W2013256012","https://openalex.org/W2013577507","https://openalex.org/W2015543198","https://openalex.org/W2026738815","https://openalex.org/W2027508753","https://openalex.org/W2042013578","https://openalex.org/W2058491602","https://openalex.org/W2058540202","https://openalex.org/W2084869275","https://openalex.org/W2103570933","https://openalex.org/W2107433900","https://openalex.org/W2112246162","https://openalex.org/W2128084896","https://openalex.org/W2130459697","https://openalex.org/W2338779115","https://openalex.org/W2750419148","https://openalex.org/W2798878556","https://openalex.org/W2979879900","https://openalex.org/W3023638543","https://openalex.org/W3034482932","https://openalex.org/W4252316379","https://openalex.org/W4296041395","https://openalex.org/W4298232089","https://openalex.org/W4360869580","https://openalex.org/W4365483405","https://openalex.org/W4367549986","https://openalex.org/W4383197439","https://openalex.org/W4387351030","https://openalex.org/W4389943457","https://openalex.org/W4391819118","https://openalex.org/W4391820287","https://openalex.org/W4391918137","https://openalex.org/W4392181247","https://openalex.org/W4392622398","https://openalex.org/W4392852748","https://openalex.org/W4393073158","https://openalex.org/W4393088637","https://openalex.org/W4402660238"],"related_works":["https://openalex.org/W1606298538","https://openalex.org/W2530578351","https://openalex.org/W4226345475","https://openalex.org/W2106485397","https://openalex.org/W4238782770","https://openalex.org/W2030834474","https://openalex.org/W166733291","https://openalex.org/W279701215","https://openalex.org/W2084869275","https://openalex.org/W2016342180"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,49,60,75,116],"spiking":[6,34],"neural":[7],"network":[8],"model":[9,26],"with":[10,36],"Hebbian":[11,51,124],"connectivity":[12],"for":[13,84,126,136,155,162],"implementing":[14],"energy-efficient":[15,163],"associative":[16],"memory,":[17],"whose":[18],"activity":[19],"is":[20,134],"determined":[21],"by":[22],"input":[23,92,111],"stimuli.":[24],"The":[25,128],"consists":[27],"of":[28,32,87,109,118,130,158],"three":[29],"interacting":[30],"layers":[31],"Hodgkin-Huxley-Mainen":[33],"neurons":[35,88],"excitatory":[37],"and":[38,53,70,93,139,146,173],"inhibitory":[39],"synaptic":[40,120],"connections.":[41],"Information":[42],"patterns":[43],"are":[44,66],"stored":[45],"in":[46,57,97,170],"memory":[47],"using":[48,68],"symmetric":[50],"matrix":[52,125],"can":[54],"be":[55],"retrieved":[56],"response":[58],"to":[59,74,168],"specific":[61],"stimulus":[62],"pattern.":[63],"Binary":[64],"images":[65],"encoded":[67],"in-phase":[69,138],"anti-phase":[71,140],"oscillations":[72],"relative":[73],"global":[76],"clock":[77],"signal.":[78],"Utilizing":[79],"the":[80,91,98,107,110,119,123,131,156],"phase-locking":[81],"effect":[82,151],"allows":[83],"cluster":[85],"synchronization":[86,141],"(both":[89],"on":[90,106],"output":[94],"layers).":[95],"Interneurons":[96],"intermediate":[99],"layer":[100],"filter":[101],"signal":[102],"propagation":[103],"pathways":[104],"depending":[105],"context":[108],"layer,":[112],"effectively":[113],"engaging":[114],"only":[115],"portion":[117],"connections":[121],"within":[122],"recognition.":[127],"stability":[129],"oscillation":[132],"phase":[133],"investigated":[135],"both":[137],"modes":[142],"when":[143],"recognizing":[144],"direct":[145],"inverse":[147],"images.":[148],"This":[149],"context-dependent":[150],"opens":[152],"promising":[153],"avenues":[154],"development":[157],"analog":[159],"hardware":[160],"circuits":[161],"neurocomputing":[164],"applications,":[165],"potentially":[166],"leading":[167],"breakthroughs":[169],"artificial":[171],"intelligence":[172],"cognitive":[174],"computing.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-03-08T00:00:00"}
