{"id":"https://openalex.org/W3127930667","doi":"https://doi.org/10.1145/3394885.3431522","title":"A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs","display_name":"A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs","publication_year":2021,"publication_date":"2021-01-18","ids":{"openalex":"https://openalex.org/W3127930667","doi":"https://doi.org/10.1145/3394885.3431522","mag":"3127930667"},"language":"en","primary_location":{"id":"doi:10.1145/3394885.3431522","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394885.3431522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Asia and South Pacific Design Automation Conference","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/A5046990456","display_name":"Chirag Sudarshan","orcid":"https://orcid.org/0000-0002-1651-1935"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chirag Sudarshan","raw_affiliation_strings":["Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038070877","display_name":"Taha Soliman","orcid":"https://orcid.org/0000-0002-9421-9489"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Taha Soliman","raw_affiliation_strings":["Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069309172","display_name":"Cecilia De la Parra","orcid":"https://orcid.org/0000-0002-1463-6822"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cecilia De la Parra","raw_affiliation_strings":["Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090870819","display_name":"Christian Weis","orcid":"https://orcid.org/0000-0002-4152-0200"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Weis","raw_affiliation_strings":["Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064023278","display_name":"Leonardo Ecco","orcid":"https://orcid.org/0000-0003-2348-0759"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonardo Ecco","raw_affiliation_strings":["Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany","institution_ids":["https://openalex.org/I889804353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010135168","display_name":"Matthias Jung","orcid":"https://orcid.org/0000-0003-0036-2143"},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Jung","raw_affiliation_strings":["Fraunhofer Institute for Experimental, Software Engineering (IESE), Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Experimental, Software Engineering (IESE), Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4210098380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059285190","display_name":"Norbert Wehn","orcid":"https://orcid.org/0000-0002-9010-086X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Wehn","raw_affiliation_strings":["Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microelectronic Systems Design, Research Group, TU Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056912495","display_name":"Andre Guntoro","orcid":"https://orcid.org/0000-0003-4144-0283"},"institutions":[{"id":"https://openalex.org/I889804353","display_name":"Robert Bosch (Germany)","ror":"https://ror.org/01fe0jt45","country_code":"DE","type":"company","lineage":["https://openalex.org/I889804353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andre Guntoro","raw_affiliation_strings":["Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robert Bosch GmbH - Corporate Research (CR/ADT2), Stuttgart, Germany","institution_ids":["https://openalex.org/I889804353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0698,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94877013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"42"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9995999932289124,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8291727304458618},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.7748390436172485},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5910300016403198},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.45133548974990845},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.44244664907455444},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.43930521607398987},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.42765069007873535},{"id":"https://openalex.org/keywords/memory-architecture","display_name":"Memory architecture","score":0.4121747314929962},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.341745525598526},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3202304244041443},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2697659432888031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8291727304458618},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.7748390436172485},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5910300016403198},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.45133548974990845},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.44244664907455444},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.43930521607398987},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.42765069007873535},{"id":"https://openalex.org/C2779602883","wikidata":"https://www.wikidata.org/wiki/Q15544750","display_name":"Memory architecture","level":2,"score":0.4121747314929962},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.341745525598526},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3202304244041443},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2697659432888031},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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:10.1145/3394885.3431522","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394885.3431522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-633144","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-633144.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IESE","raw_type":"conferenceObject"},{"id":"pmh:oai:null:publica/410266","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/410266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G5004802456","display_name":null,"funder_award_id":"732631, 826655","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":23,"referenced_works":["https://openalex.org/W2058490651","https://openalex.org/W2082375193","https://openalex.org/W2105407012","https://openalex.org/W2117539524","https://openalex.org/W2120000030","https://openalex.org/W2157886901","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2288290444","https://openalex.org/W2289252105","https://openalex.org/W2289750143","https://openalex.org/W2291160084","https://openalex.org/W2442974303","https://openalex.org/W2555826082","https://openalex.org/W2606722458","https://openalex.org/W2884956821","https://openalex.org/W2904200161","https://openalex.org/W2921796727","https://openalex.org/W2945146780","https://openalex.org/W2946829484","https://openalex.org/W2962835968","https://openalex.org/W3118608800","https://openalex.org/W4245994158"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W4205208341","https://openalex.org/W2106019019"],"abstract_inverted_index":{"Processing-in-Memory":[0],"(PIM)":[1],"is":[2,26],"an":[3],"emerging":[4],"approach":[5],"to":[6,50,62],"bridge":[7],"the":[8,13,20,27,55,59,71,78],"memory-computation":[9],"gap.":[10],"One":[11],"of":[12,16,22,29,58,73],"key":[14],"challenges":[15],"PIM":[17,40,45],"architectures":[18,46],"in":[19,34],"scope":[21],"neural":[23],"network":[24],"inference":[25],"deployment":[28],"traditional":[30],"area-intensive":[31],"arithmetic":[32],"multipliers":[33],"memory":[35],"technology,":[36],"especially":[37],"for":[38],"DRAM-based":[39],"architectures.":[41],"Hence,":[42],"existing":[43],"DRAM":[44],"are":[47],"either":[48],"confined":[49],"binary":[51],"networks":[52],"or":[53],"exploit":[54],"analog":[56],"property":[57],"sub-array":[60],"bitlines":[61],"perform":[63],"bulk":[64],"bit-wise":[65],"logic":[66],"operations.":[67],"The":[68],"former":[69],"reduces":[70],"accuracy":[72],"predictions,":[74],"i.e.":[75],"Quality-of-results,":[76],"while":[77],"latter":[79],"increases":[80],"overall":[81],"latency":[82],"and":[83],"power":[84],"consumption.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
