{"id":"https://openalex.org/W2573955868","doi":"https://doi.org/10.1109/apccas.2016.7804034","title":"Live demonstration: Memristor synaptic array with FPGA-implemented neurons for neuromorphic pattern recognition","display_name":"Live demonstration: Memristor synaptic array with FPGA-implemented neurons for neuromorphic pattern recognition","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2573955868","doi":"https://doi.org/10.1109/apccas.2016.7804034","mag":"2573955868"},"language":"en","primary_location":{"id":"doi:10.1109/apccas.2016.7804034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apccas.2016.7804034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)","raw_type":"proceedings-article"},"type":"article","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/A5089653706","display_name":"Son Ngoc Truong","orcid":"https://orcid.org/0000-0002-5797-1161"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Son Ngoc Truong","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062934104","display_name":"Khoa Van Pham","orcid":"https://orcid.org/0000-0002-6129-5856"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Khoa Van Pham","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014441945","display_name":"Wonsun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wonsun Yang","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063226833","display_name":"Kyeong\u2010Sik Min","orcid":"https://orcid.org/0000-0002-1518-7037"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyeong-Sik Min","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089250095","display_name":"Yawar Abbas","orcid":"https://orcid.org/0000-0002-7722-805X"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yawar Abbas","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013313189","display_name":"Chi Jung Kang","orcid":"https://orcid.org/0000-0002-5390-1238"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chi Jung Kang","raw_affiliation_strings":["School of Electrical Engineering Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089653706"],"corresponding_institution_ids":["https://openalex.org/I110273157"],"apc_list":null,"apc_paid":null,"fwci":0.3675,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.678798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"742","last_page":"743"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9980000257492065,"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/memristor","display_name":"Memristor","score":0.9621360301971436},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9606606960296631},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6582419872283936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5835533738136292},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.49522271752357483},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.4571596682071686},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4232354760169983},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36350786685943604},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.32783597707748413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30139440298080444},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.296944260597229},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2638445496559143},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19976374506950378},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14650556445121765}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.9621360301971436},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9606606960296631},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6582419872283936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5835533738136292},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.49522271752357483},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.4571596682071686},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4232354760169983},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36350786685943604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32783597707748413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30139440298080444},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.296944260597229},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2638445496559143},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19976374506950378},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14650556445121765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apccas.2016.7804034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apccas.2016.7804034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)","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":7,"referenced_works":["https://openalex.org/W1967540748","https://openalex.org/W1981392089","https://openalex.org/W2080564856","https://openalex.org/W2112181056","https://openalex.org/W2144085790","https://openalex.org/W2162651880","https://openalex.org/W2516941549"],"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/W2016922062","https://openalex.org/W4367187682","https://openalex.org/W2909534142","https://openalex.org/W3215957123"],"abstract_inverted_index":{"Memristors":[0,44],"were":[1],"mathematically":[2],"found":[3],"by":[4,13],"L.":[5],"O.":[6],"Chua":[7],"in":[8,16],"1971":[9],"and":[10,30],"experimentally":[11],"demonstrated":[12],"HP":[14],"researchers":[15],"2008":[17],"[1],":[18],"[2].":[19],"Since":[20],"then,":[21],"memristors":[22,63],"have":[23,34],"been":[24],"considered":[25],"suitable":[26],"for":[27],"neuromorphic":[28],"circuits":[29],"systems,":[31],"because":[32],"they":[33],"some":[35],"similarities":[36],"with":[37],"brain's":[38,53],"neuronal":[39,54],"systems":[40,55],"[3],":[41],"[4],":[42],"[5].":[43],"are":[45,64],"possibly":[46],"3-dimensioanl,":[47],"parallel,":[48],"analog,":[49],"defective,":[50],"etc":[51],"like":[52],"[6],":[56],"[7].":[57],"In":[58],"spite":[59],"of":[60,73],"these":[61],"similarities,":[62],"fundamentally":[65],"electronic":[66,74],"devices,":[67],"not":[68],"biological":[69,77],"cells.":[70],"The":[71],"difference":[72],"devices":[75],"versus":[76,92,95,98],"cells":[78],"leads":[79],"to":[80],"very":[81],"distinctive":[82],"phenomenal":[83],"gaps":[84],"which":[85],"can":[86],"be":[87],"stated":[88],"as":[89],"follows;":[90],"externally-designed":[91],"self-organized,":[93],"externally-programmed":[94],"self-learned,":[96],"defect-susceptible":[97],"defect-curable,":[99],"etc.":[100]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
