{"id":"https://openalex.org/W4312576672","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892606","title":"Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker","display_name":"Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312576672","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892606"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn55064.2022.9892606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892606","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2205.04782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043105554","display_name":"Daniel Casanueva\u2010Morato","orcid":"https://orcid.org/0000-0002-7676-1629"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Daniel Casanueva-Morato","raw_affiliation_strings":["Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a"],"affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005564819","display_name":"Alvaro Ayuso\u2010Martinez","orcid":"https://orcid.org/0000-0002-0059-6647"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alvaro Ayuso-Martinez","raw_affiliation_strings":["Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a"],"affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001923763","display_name":"Juan P. Dominguez\u2010Morales","orcid":"https://orcid.org/0000-0002-5474-107X"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan P. Dominguez-Morales","raw_affiliation_strings":["Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a"],"affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051554664","display_name":"\u00c1ngel Jim\u00e9nez-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-3061-5922"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Angel Jimenez-Fernandez","raw_affiliation_strings":["Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a"],"affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012722971","display_name":"G. Jim\u00e9nez","orcid":"https://orcid.org/0000-0003-4512-6750"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gabriel Jimenez-Moreno","raw_affiliation_strings":["Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a"],"affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab. Universidad de Sevilla,Sevilla,Espa&#x00F1;a","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043105554"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":2.8805,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93138791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.7754477262496948},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7149674892425537},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6663755178451538},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.5735888481140137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4662289619445801},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4360499680042267},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.4203490912914276},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41957318782806396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36068716645240784}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7754477262496948},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7149674892425537},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6663755178451538},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.5735888481140137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4662289619445801},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4360499680042267},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.4203490912914276},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41957318782806396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36068716645240784},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn55064.2022.9892606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892606","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2205.04782","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.04782","pdf_url":"https://arxiv.org/pdf/2205.04782","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:idus.us.es:11441/139367","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/139367","pdf_url":null,"source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2205.04782","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.04782","pdf_url":"https://arxiv.org/pdf/2205.04782","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1968677514","https://openalex.org/W2001070797","https://openalex.org/W2008008156","https://openalex.org/W2019437459","https://openalex.org/W2045533646","https://openalex.org/W2088762260","https://openalex.org/W2098241945","https://openalex.org/W2107433900","https://openalex.org/W2138913040","https://openalex.org/W2140886546","https://openalex.org/W2153041354","https://openalex.org/W2156640153","https://openalex.org/W2158083362","https://openalex.org/W2159951683","https://openalex.org/W2163630896","https://openalex.org/W2482525361","https://openalex.org/W2556955029","https://openalex.org/W2586418066","https://openalex.org/W2587114982","https://openalex.org/W2775079417","https://openalex.org/W2783525259","https://openalex.org/W2896339047","https://openalex.org/W2897070044","https://openalex.org/W2898350988","https://openalex.org/W2969020366","https://openalex.org/W2972234767","https://openalex.org/W2985853352","https://openalex.org/W2990793844","https://openalex.org/W3007324581","https://openalex.org/W3077568978","https://openalex.org/W3091281217","https://openalex.org/W3125742451","https://openalex.org/W3131243251","https://openalex.org/W4236503105","https://openalex.org/W6681041898","https://openalex.org/W6682925094","https://openalex.org/W6733025711","https://openalex.org/W6781782261"],"related_works":["https://openalex.org/W1872623660","https://openalex.org/W4292697011","https://openalex.org/W3207218810","https://openalex.org/W3212508523","https://openalex.org/W1995352804","https://openalex.org/W2086672837","https://openalex.org/W2909534142","https://openalex.org/W4367187682","https://openalex.org/W1940420793","https://openalex.org/W3215957123"],"abstract_inverted_index":{"The":[0,228],"human":[1],"brain":[2,40,70,90],"is":[3,53,96,181],"the":[4,17,36,39,48,54,60,69,77,89,100,108,112,130,143,156,166,170,197,210,213,217,239],"most":[5],"powerful":[6],"and":[7,91,132,169,212,226,245],"efficient":[8],"machine":[9],"in":[10,14,26,88,199],"existence":[11],"today,":[12],"surpassing":[13],"many":[15],"ways":[16],"capabilities":[18],"of":[19,24,38,47,56,68,82,111,123,134,152,196,216],"modern":[20],"computers.":[21],"Currently,":[22],"lines":[23],"research":[25],"neuromorphic":[27],"engineering":[28],"are":[29,232],"trying":[30],"to":[31,41,79,99,165,201],"develop":[32],"hardware":[33,145],"that":[34,105],"mimics":[35],"functioning":[37],"acquire":[42],"these":[43],"superior":[44],"capabilities.":[45,205],"One":[46],"areas":[49],"still":[50,182],"under":[51],"development":[52],"design":[55],"bio-inspired":[57,127],"memories,":[58],"where":[59],"hippocampus":[61],"plays":[62],"an":[63,174],"important":[64],"role.":[65],"This":[66,95],"region":[67],"acts":[71],"as":[72],"a":[73,160,186],"short-term":[74],"memory":[75],"with":[76,138,155],"ability":[78],"store":[80],"associations":[81],"information":[83],"from":[84],"different":[85,150],"sensory":[86],"streams":[87],"recall":[92,133],"them":[93],"later.":[94],"possible":[97],"thanks":[98],"recurrent":[101],"collateral":[102],"network":[103],"architecture":[104],"constitutes":[106],"CA3,":[107],"main":[109],"sub-region":[110],"hippocampus.":[113],"In":[114],"this":[115],"work,":[116],"we":[117],"developed":[118],"two":[119,229],"spike-based":[120,243],"computational":[121],"models":[122,148,219],"fully":[124],"functional":[125,188],"hippocampal":[126],"memories":[128],"for":[129,185,194,235,241],"storage":[131],"complex":[135],"patterns":[136],"implemented":[137],"spiking":[139],"neural":[140],"networks":[141],"on":[142],"SpiNNaker":[144],"platform.":[146],"These":[147],"present":[149],"levels":[151],"biological":[153,167,214],"abstraction,":[154],"first":[157],"model":[158],"having":[159,173],"constant":[161],"oscillatory":[162],"activity":[163],"closer":[164],"model,":[168],"second":[171],"one":[172],"energy-efficient":[175],"regulated":[176],"activity,":[177],"which,":[178],"although":[179],"it":[180],"bio-inspired,":[183],"opts":[184],"more":[187],"approach.":[189],"Different":[190],"experiments":[191],"were":[192],"performed":[193],"each":[195],"models,":[198,230],"order":[200],"test":[202],"their":[203,224],"learning/recalling":[204],"A":[206],"comprehensive":[207],"comparison":[208],"between":[209],"functionality":[211],"plausibility":[215],"presented":[218],"was":[220],"carried":[221],"out,":[222],"showing":[223],"strengths":[225],"weaknesses.":[227],"which":[231],"publicly":[233],"available":[234],"researchers,":[236],"could":[237],"pave":[238],"way":[240],"future":[242],"implementations":[244],"applications.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
