{"id":"https://openalex.org/W4280543111","doi":"https://doi.org/10.23919/date54114.2022.9774749","title":"SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory","display_name":"SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory","publication_year":2022,"publication_date":"2022-03-14","ids":{"openalex":"https://openalex.org/W4280543111","doi":"https://doi.org/10.23919/date54114.2022.9774749"},"language":"en","primary_location":{"id":"doi:10.23919/date54114.2022.9774749","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774749","pdf_url":null,"source":{"id":"https://openalex.org/S4363607924","display_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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/A5067084820","display_name":"Seyed Hossein Hashemi Shadmehri","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyed Hossein Hashemi Shadmehri","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Tehran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060404080","display_name":"Ali BanaGozar","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ali BanaGozar","raw_affiliation_strings":["Eindhoven University of Technology,Electronic Systems Group","Electronic Systems Group, Eindhoven University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Electronic Systems Group","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Electronic Systems Group, Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042809860","display_name":"Mehdi Kamal","orcid":"https://orcid.org/0000-0001-7098-6440"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehdi Kamal","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Tehran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032436846","display_name":"Sander Stuijk","orcid":"https://orcid.org/0000-0002-2518-6847"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sander Stuijk","raw_affiliation_strings":["Eindhoven University of Technology,Electronic Systems Group","Electronic Systems Group, Eindhoven University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Electronic Systems Group","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Electronic Systems Group, Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074063358","display_name":"Ali Afzali\u2010Kusha","orcid":"https://orcid.org/0000-0001-8614-2007"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Afzali-Kusha","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Tehran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044650311","display_name":"Massoud Pedram","orcid":"https://orcid.org/0000-0002-2677-7307"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massoud Pedram","raw_affiliation_strings":["University of Southern California,Department of Electrical Engineering","Department of Electrical Engineering, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California,Department of Electrical Engineering","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081768631","display_name":"Henk Corporaal","orcid":"https://orcid.org/0000-0003-4506-5732"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Henk Corporaal","raw_affiliation_strings":["Eindhoven University of Technology,Electronic Systems Group","Electronic Systems Group, Eindhoven University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Electronic Systems Group","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Electronic Systems Group, Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1467","last_page":"1472"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9991999864578247,"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":0.9886999726295471,"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/systemc","display_name":"SystemC","score":0.9086650609970093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7351847887039185},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.6971504092216492},{"id":"https://openalex.org/keywords/crossbar-switch","display_name":"Crossbar switch","score":0.6834491491317749},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6313463449478149},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5397655963897705},{"id":"https://openalex.org/keywords/spice","display_name":"Spice","score":0.4568747282028198},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.4549048840999603},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45157450437545776},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4324636161327362},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33478206396102905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12896251678466797}],"concepts":[{"id":"https://openalex.org/C2776928060","wikidata":"https://www.wikidata.org/wiki/Q1753563","display_name":"SystemC","level":2,"score":0.9086650609970093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7351847887039185},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6971504092216492},{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.6834491491317749},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6313463449478149},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5397655963897705},{"id":"https://openalex.org/C2780077345","wikidata":"https://www.wikidata.org/wiki/Q16891888","display_name":"Spice","level":2,"score":0.4568747282028198},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.4549048840999603},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45157450437545776},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4324636161327362},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33478206396102905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12896251678466797},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/date54114.2022.9774749","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774749","pdf_url":null,"source":{"id":"https://openalex.org/S4363607924","display_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:publications/f07e2148-24d6-489c-ace1-b60b9003ff33","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/f07e2148-24d6-489c-ace1-b60b9003ff33","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:tue:oai:pure.tue.nl:publications/f07e2148-24d6-489c-ace1-b60b9003ff33","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/f07e2148-24d6-489c-ace1-b60b9003ff33","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE 2022), 1467 - 1472","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8746949323","display_name":null,"funder_award_id":"780215","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2003323429","https://openalex.org/W2089597903","https://openalex.org/W2122352981","https://openalex.org/W2152491218","https://openalex.org/W2399958287","https://openalex.org/W2468323742","https://openalex.org/W2508602506","https://openalex.org/W2518281301","https://openalex.org/W2736591611","https://openalex.org/W2781163782","https://openalex.org/W2782046614","https://openalex.org/W2907257817","https://openalex.org/W2913104037","https://openalex.org/W2944819262","https://openalex.org/W2972862238","https://openalex.org/W3005619596","https://openalex.org/W3042468132","https://openalex.org/W3095790489","https://openalex.org/W3099748564","https://openalex.org/W4231986374","https://openalex.org/W4287812709","https://openalex.org/W6651251272","https://openalex.org/W6682472696","https://openalex.org/W6705165511","https://openalex.org/W6813647906"],"related_works":["https://openalex.org/W2015297467","https://openalex.org/W2105831835","https://openalex.org/W2035017065","https://openalex.org/W2094066961","https://openalex.org/W3164474614","https://openalex.org/W2285231005","https://openalex.org/W2323645878","https://openalex.org/W2171130799","https://openalex.org/W2005875039","https://openalex.org/W3049246456"],"abstract_inverted_index":{"Computation-in-memory":[0],"(CIM)":[1],"is":[2],"one":[3],"of":[4,31,62,65,134,148],"the":[5,29,60,63,66,81,86,146],"most":[6],"appealing":[7],"computing":[8],"paradigms,":[9],"especially":[10],"for":[11,28,53],"implementing":[12],"artificial":[13],"neural":[14],"networks.":[15],"Non-volatile":[16],"memories":[17],"like":[18],"ReRAMs,":[19],"PCMs,":[20],"etc.,":[21],"have":[22],"proven":[23],"to":[24,43,98,119,144],"be":[25],"promising":[26],"candidates":[27],"realization":[30],"CIM":[32,56,67,87,90],"processors.":[33],"However,":[34],"these":[35],"devices":[36],"and":[37,77,96],"their":[38],"driving":[39],"circuits":[40],"are":[41,92],"subject":[42],"non-idealities.":[44,150],"This":[45],"paper":[46],"presents":[47],"a":[48,100],"comprehensive":[49],"platform,":[50],"named":[51],"SysCIM,":[52],"simulating":[54],"memristor-based":[55],"systems.":[57],"SySCIM":[58,115,135],"considers":[59],"impact":[61],"non-idealities":[64],"components,":[68],"including":[69],"memristor":[70,72],"device,":[71],"crossbar":[73,112],"(interconnects),":[74],"analog-to-digital":[75],"converter,":[76],"transimpedance":[78],"amplifier,":[79],"on":[80],"vector-matrix":[82],"multiplication":[83],"performed":[84],"by":[85],"unit.":[88],"The":[89,131],"modules":[91],"described":[93],"in":[94],"SystemC":[95],"SystemC-AMS":[97],"reach":[99],"higher":[101],"simulation":[102,107],"speed":[103],"while":[104],"maintaining":[105],"high":[106],"accuracy.":[108],"Experiments":[109],"under":[110],"different":[111],"sizes":[113],"show":[114],"performs":[116],"simulations":[117],"up":[118],"117":[120],"x":[121],"faster":[122],"than":[123,127],"HSPICE":[124],"with":[125,138],"less":[126],"4%":[128],"accuracy":[129],"loss.":[130],"modular":[132],"design":[133],"provides":[136],"researchers":[137],"an":[139],"easy":[140],"design-space":[141],"exploration":[142],"tool":[143],"investigate":[145],"effects":[147],"various":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}