{"id":"https://openalex.org/W4394842927","doi":"https://doi.org/10.1109/tetc.2024.3387026","title":"A Bio-Inspired Implementation of a Sparse-Learning Spike-Based Hippocampus Memory Model","display_name":"A Bio-Inspired Implementation of a Sparse-Learning Spike-Based Hippocampus Memory Model","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394842927","doi":"https://doi.org/10.1109/tetc.2024.3387026"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2024.3387026","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3387026","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245516/6558478/10502330.pdf","source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6245516/6558478/10502330.pdf","any_repository_has_fulltext":false},"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, Spain","Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Espa&#x00F1;a"],"raw_orcid":"https://orcid.org/0000-0002-7676-1629","affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"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, Spain","Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Espa&#x00F1;a"],"raw_orcid":"https://orcid.org/0000-0002-0059-6647","affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"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, Spain","Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Espa&#x00F1;a"],"raw_orcid":"https://orcid.org/0000-0002-5474-107X","affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"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, Spain","Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Espa&#x00F1;a"],"raw_orcid":"https://orcid.org/0000-0003-3061-5922","affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"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, Spain","Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Espa&#x00F1;a"],"raw_orcid":"https://orcid.org/0000-0003-4512-6750","affiliations":[{"raw_affiliation_string":"Robotics and Technology of Computers Lab., Universidad de Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"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":1.2017,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78075459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"13","issue":"1","first_page":"119","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.925599992275238,"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":0.925599992275238,"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":0.815710186958313},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.7155206799507141},{"id":"https://openalex.org/keywords/hippocampus","display_name":"Hippocampus","score":0.5393728017807007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4165342450141907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32855767011642456},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2929203510284424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.815710186958313},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.7155206799507141},{"id":"https://openalex.org/C2781161787","wikidata":"https://www.wikidata.org/wiki/Q48360","display_name":"Hippocampus","level":2,"score":0.5393728017807007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4165342450141907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32855767011642456},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2929203510284424},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetc.2024.3387026","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3387026","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245516/6558478/10502330.pdf","source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tetc.2024.3387026","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3387026","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245516/6558478/10502330.pdf","source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1269267818","display_name":null,"funder_award_id":"MCIN/ AEI /10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6717538712","display_name":null,"funder_award_id":"AEI /10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7113947472","display_name":null,"funder_award_id":"PID2019-105556GB-C33","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8684520763","display_name":null,"funder_award_id":"PID2019","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394842927.pdf","grobid_xml":"https://content.openalex.org/works/W4394842927.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W50171419","https://openalex.org/W1968677514","https://openalex.org/W2018052576","https://openalex.org/W2019437459","https://openalex.org/W2029924743","https://openalex.org/W2044043583","https://openalex.org/W2045533646","https://openalex.org/W2088762260","https://openalex.org/W2098241945","https://openalex.org/W2107433900","https://openalex.org/W2140886546","https://openalex.org/W2158083362","https://openalex.org/W2159951683","https://openalex.org/W2163630896","https://openalex.org/W2266478010","https://openalex.org/W2311599690","https://openalex.org/W2556955029","https://openalex.org/W2586418066","https://openalex.org/W2587114982","https://openalex.org/W2798878556","https://openalex.org/W2801498385","https://openalex.org/W2898350988","https://openalex.org/W2948085118","https://openalex.org/W2972234767","https://openalex.org/W2990793844","https://openalex.org/W2998119008","https://openalex.org/W3007324581","https://openalex.org/W3077568978","https://openalex.org/W3131243251","https://openalex.org/W3134784623","https://openalex.org/W3202425151","https://openalex.org/W4233251844","https://openalex.org/W4280630584","https://openalex.org/W4307577742","https://openalex.org/W4312576672","https://openalex.org/W4379382668","https://openalex.org/W4380052414","https://openalex.org/W4383874774","https://openalex.org/W4385629111","https://openalex.org/W4386933688"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0],"brain":[1,29,69],"is":[2,57,61,64],"capable":[3],"of":[4,67,81,88,118,148,173,188],"solving":[5],"complex":[6,191],"problems":[7],"simply":[8],"and":[9,45,55,79,92,121,145],"efficiently,":[10],"far":[11],"surpassing":[12],"modern":[13],"computers.":[14],"In":[15,96],"this":[16,41,56,97],"regard,":[17],"neuromorphic":[18,192],"engineering":[19],"focuses":[20],"on":[21,139,164],"mimicking":[22],"the":[23,28,59,65,68,77,85,89,108,131,160,183,186],"basic":[24],"principles":[25],"that":[26,35,70],"govern":[27],"in":[30],"order":[31],"to":[32,52,110,127,152],"develop":[33],"systems":[34,47],"achieve":[36],"such":[37],"computational":[38],"capabilities.":[39],"Within":[40],"field,":[42],"bio-inspired":[43,103,177],"learning":[44,78],"memory":[46,105,180],"are":[48],"still":[49],"a":[50,73,101,116,146,165,174],"challenge":[51],"be":[53],"solved,":[54],"where":[58],"hippocampus":[60,179],"involved.":[62],"It":[63],"region":[66],"acts":[71],"as":[72],"short-term":[74],"memory,":[75],"allowing":[76],"storage":[80],"information":[82],"from":[83,115],"all":[84],"sensory":[86],"nuclei":[87],"cerebral":[90],"cortex":[91],"its":[93,154],"subsequent":[94],"recall.":[95],"work,":[98],"we":[99],"propose":[100],"novel":[102],"hippocampal":[104],"model":[106,135],"with":[107,130],"ability":[109],"learn":[111,128],"memories,":[112],"recall":[113],"them":[114],"fragment":[117],"itself":[119],"(cue)":[120],"even":[122],"forget":[123],"memories":[124],"when":[125],"trying":[126],"others":[129],"same":[132],"cue.":[133],"This":[134,157],"has":[136],"been":[137],"implemented":[138,163],"SpiNNaker":[140],"using":[141],"Spiking":[142,170],"Neural":[143,171],"Networks,":[144],"set":[147],"experiments":[149],"were":[150],"performed":[151],"demonstrate":[153],"correct":[155],"operation.":[156],"work":[158],"presents":[159],"first":[161],"simulation":[162],"special-purpose":[166],"hardware":[167],"platform":[168],"for":[169,185],"Networks":[172],"fully":[175],"functional":[176],"spike-based":[178],"model,":[181],"paving":[182],"road":[184],"development":[187],"future":[189],"more":[190],"systems.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
