{"id":"https://openalex.org/W3045505988","doi":"https://doi.org/10.1145/3407197.3407602","title":"Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware","display_name":"Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3045505988","doi":"https://doi.org/10.1145/3407197.3407602","mag":"3045505988"},"language":"en","primary_location":{"id":"doi:10.1145/3407197.3407602","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407197.3407602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2020","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5065057480","display_name":"Michael Hampo","orcid":null},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Hampo","raw_affiliation_strings":["University of Dayton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dayton","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809215","display_name":"David D. Fan","orcid":"https://orcid.org/0000-0002-8261-1045"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Fan","raw_affiliation_strings":["University of Dayton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dayton","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061733758","display_name":"Todd Jenkins","orcid":null},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I4388482655","display_name":"U.S. Air Force Research Laboratory Sensors Directorate","ror":"https://ror.org/054yf8v46","country_code":null,"type":"funder","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4388482655","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Jenkins","raw_affiliation_strings":["Air Force Research Laboratory Sensors Directorate"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory Sensors Directorate","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I4210090800","https://openalex.org/I4388482655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078129554","display_name":"Ashley DeMange","orcid":null},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I4388482655","display_name":"U.S. Air Force Research Laboratory Sensors Directorate","ror":"https://ror.org/054yf8v46","country_code":null,"type":"funder","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4388482655","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashley DeMange","raw_affiliation_strings":["Air Force Research Laboratory Sensors Directorate"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory Sensors Directorate","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I4210090800","https://openalex.org/I4388482655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033017785","display_name":"Stefan Westberg","orcid":null},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I4388482655","display_name":"U.S. Air Force Research Laboratory Sensors Directorate","ror":"https://ror.org/054yf8v46","country_code":null,"type":"funder","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4388482655","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Westberg","raw_affiliation_strings":["Air Force Research Laboratory Sensors Directorate"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory Sensors Directorate","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I4210090800","https://openalex.org/I4388482655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072710973","display_name":"Trevor Bihl","orcid":"https://orcid.org/0000-0003-2431-2749"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]},{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I4388482655","display_name":"U.S. Air Force Research Laboratory Sensors Directorate","ror":"https://ror.org/054yf8v46","country_code":null,"type":"funder","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4388482655","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trevor Bihl","raw_affiliation_strings":["Air Force Research Laboratory Sensors Directorate"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory Sensors Directorate","institution_ids":["https://openalex.org/I1280414376","https://openalex.org/I4210090800","https://openalex.org/I4388482655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104090957","display_name":"Tarek M. Taha","orcid":null},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek Taha","raw_affiliation_strings":["University of Dayton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dayton","institution_ids":["https://openalex.org/I127591826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9948999881744385,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9898999929428101,"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":0.7888196706771851},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7806023955345154},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.779748797416687},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6470479965209961},{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.6041092872619629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5661194920539856},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.5498889684677124},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4604099690914154},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3806130290031433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7888196706771851},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7806023955345154},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.779748797416687},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6470479965209961},{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.6041092872619629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5661194920539856},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.5498889684677124},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4604099690914154},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3806130290031433},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3407197.3407602","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3407197.3407602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Neuromorphic Systems 2020","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2089620376","https://openalex.org/W2099821308","https://openalex.org/W2398014893","https://openalex.org/W2583477268","https://openalex.org/W2610519727","https://openalex.org/W2898292420","https://openalex.org/W2906315201","https://openalex.org/W2914445576","https://openalex.org/W2948085118","https://openalex.org/W2962959589","https://openalex.org/W2963305465","https://openalex.org/W4234687892","https://openalex.org/W4256088380","https://openalex.org/W4289365021","https://openalex.org/W4301319368","https://openalex.org/W6941186906"],"related_works":["https://openalex.org/W2756276189","https://openalex.org/W3089892344","https://openalex.org/W4313442939","https://openalex.org/W4386227293","https://openalex.org/W4372267706","https://openalex.org/W4312992603","https://openalex.org/W4288055417","https://openalex.org/W4287758233","https://openalex.org/W2960220682","https://openalex.org/W4205804651"],"abstract_inverted_index":{"Implementing":[0],"cognitive":[1,49],"algorithms":[2],"on":[3,51,115,139,161],"robots":[4],"is":[5,20,41,106,137],"one":[6],"potential":[7],"direction":[8],"to":[9,23,45,84,98,153,179,186],"realize":[10],"autonomous":[11],"artificial":[12,27,124],"agents.":[13],"As":[14],"society":[15],"and":[16,26,75,92,113,120,149],"technology":[17],"progress":[18],"there":[19],"an":[21,57,69,123],"effort":[22],"push":[24],"robotics":[25],"intelligence":[28,125],"into":[29],"many":[30],"aspects":[31],"of":[32,63,71,174],"daily":[33],"life.":[34],"An":[35],"important":[36],"step":[37],"in":[38,60,87,108],"this":[39],"process":[40],"leveraging":[42],"concepts":[43],"known":[44],"work":[46],"from":[47],"human":[48],"features":[50],"computer":[52],"systems.":[53],"This":[54],"paper":[55],"shows":[56],"associative":[58,73],"memory":[59],"the":[61,72,99,135,146,157,163,171,175,180,188],"form":[62,95],"a":[64,88,109,116,140],"spiking":[65,130],"neural":[66,110,131],"network":[67,111],"(SNN),":[68],"application":[70],"memory,":[74],"some":[76],"performance":[77],"benchmarking.":[78],"SNNs":[79],"allow":[80],"these":[81],"computational":[82],"models":[83],"be":[85],"instantiated":[86],"low":[89,117,181],"size,":[90],"weight,":[91],"power":[93,165],"(SWaP)":[94],"factor":[96],"due":[97],"biological":[100],"efficiencies":[101],"they":[102],"approximate.":[103],"The":[104],"model":[105,136,158],"created":[107],"simulator":[112],"run":[114,160,172],"SWaP":[118,182],"CPU":[119,183],"Intel\u2019s":[121],"Loihi,":[122],"accelerator":[126],"highly":[127],"optimized":[128],"for":[129],"algorithms.":[132],"In":[133],"addition,":[134],"employed":[138],"mobile":[141],"robotic":[142],"platform":[143],"that":[144],"explores":[145],"real":[147],"world":[148],"uses":[150],"online":[151],"learning":[152],"make":[154],"associations.":[155],"When":[156],"was":[159],"Loihi":[162],"overall":[164],"usage":[166],"decreased":[167],"as":[168,170,177],"well":[169],"time":[173],"simulation":[176],"compared":[178],"proving":[184],"beneficial":[185],"implement":[187],"neuromorphic":[189],"hardware.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
