{"id":"https://openalex.org/W3108961808","doi":"https://doi.org/10.1109/ted.2020.3037279","title":"A Seamless, Reconfigurable, and Highly Parallel In-Memory Stochastic Computing Approach With Resistive Random Access Memory Array","display_name":"A Seamless, Reconfigurable, and Highly Parallel In-Memory Stochastic Computing Approach With Resistive Random Access Memory Array","publication_year":2020,"publication_date":"2020-11-23","ids":{"openalex":"https://openalex.org/W3108961808","doi":"https://doi.org/10.1109/ted.2020.3037279","mag":"3108961808"},"language":"en","primary_location":{"id":"doi:10.1109/ted.2020.3037279","doi":"https://doi.org/10.1109/ted.2020.3037279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ted.2020.3037279","pdf_url":null,"source":{"id":"https://openalex.org/S162355128","display_name":"IEEE Transactions on Electron Devices","issn_l":"0018-9383","issn":["0018-9383","1557-9646"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-2","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Electron Devices","raw_type":"journal-article"},"volume":null,"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":null,"display_name":"Wensheng Shen","orcid":"https://orcid.org/0000-0002-1854-4474","observed_orcids":["https://orcid.org/0000-0002-1854-4474"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Shen","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1854-4474","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089747900","display_name":"Peng Cheng Huang","orcid":"https://orcid.org/0000-0003-3280-0099","observed_orcids":["https://orcid.org/0000-0003-3280-0099"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Huang","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3280-0099","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013019188","display_name":"Mengqi Fan","orcid":"https://orcid.org/0000-0001-9140-7719","observed_orcids":["https://orcid.org/0000-0001-9140-7719"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqi Fan","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9140-7719","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040397688","display_name":"Yudi Zhao","orcid":"https://orcid.org/0000-0002-8444-763X","observed_orcids":["https://orcid.org/0000-0002-8444-763X"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yudi Zhao","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8444-763X","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036495504","display_name":"Yulin Feng","orcid":"https://orcid.org/0000-0002-1204-8795","observed_orcids":["https://orcid.org/0000-0002-1204-8795"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulin Feng","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720045","display_name":"Lifeng Liu","orcid":"https://orcid.org/0000-0002-0187-9243","observed_orcids":["https://orcid.org/0000-0002-0187-9243"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Liu","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0187-9243","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660075","display_name":"Xiaoyan Liu","orcid":"https://orcid.org/0009-0007-8018-651X","observed_orcids":["https://orcid.org/0009-0007-8018-651X","https://orcid.org/0000-0001-8672-9043"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Liu","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116225786","display_name":"Xing Zhang","orcid":"https://orcid.org/0009-0006-3622-4446","observed_orcids":["https://orcid.org/0009-0006-3622-4446"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Zhang","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010857702","display_name":"Jinfeng Kang","orcid":"https://orcid.org/0000-0002-6286-0423","observed_orcids":["https://orcid.org/0000-0002-6286-0423"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Kang","raw_affiliation_strings":["Institute of Microelectronics, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6286-0423","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.8435,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.70743767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"68","issue":"1","first_page":"103","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00019999999494757503,"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/T10363","display_name":"Low-power high-performance VLSI design","score":9.999999747378752e-05,"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/resistive-random-access-memory","display_name":"resistive random access memory","score":0.9810000061988831},{"id":"https://openalex.org/keywords/rram-arrays","display_name":"RRAM arrays","score":0.6669999957084656},{"id":"https://openalex.org/keywords/stochastic-number-generator","display_name":"stochastic number generator","score":0.8889999985694885},{"id":"https://openalex.org/keywords/reconfigurable-logic","display_name":"reconfigurable logic","score":0.7269999980926514},{"id":"https://openalex.org/keywords/probabilistic-switching","display_name":"probabilistic switching","score":0.8349999785423279}],"concepts":[{"id":"https://openalex.org/C2780971903","wikidata":"https://www.wikidata.org/wiki/Q2933705","display_name":"Stochastic computing","level":3,"score":0.7695400714874268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7099965810775757},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.5721247792243958},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5561710000038147},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5119394063949585},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4773131310939789},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.437887579202652},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.4219599962234497},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2609596252441406},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2423306703567505},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1425727903842926},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12233170866966248},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08035850524902344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ted.2020.3037279","doi":"https://doi.org/10.1109/ted.2020.3037279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ted.2020.3037279","pdf_url":null,"source":{"id":"https://openalex.org/S162355128","display_name":"IEEE Transactions on Electron Devices","issn_l":"0018-9383","issn":["0018-9383","1557-9646"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-2","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Electron Devices","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4625747206","display_name":null,"funder_award_id":"61874006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1928307949","https://openalex.org/W1982630937","https://openalex.org/W2025674646","https://openalex.org/W2066280488","https://openalex.org/W2093122352","https://openalex.org/W2098470668","https://openalex.org/W2129868601","https://openalex.org/W2148267286","https://openalex.org/W2160512251","https://openalex.org/W2508648829","https://openalex.org/W2522667948","https://openalex.org/W2578088338","https://openalex.org/W2600230282","https://openalex.org/W2758418739","https://openalex.org/W2885064169","https://openalex.org/W2890584292","https://openalex.org/W2964474519","https://openalex.org/W3005906813","https://openalex.org/W3013080934","https://openalex.org/W3163980145"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2463286374","https://openalex.org/W2304829496","https://openalex.org/W2052332160","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2204001882","https://openalex.org/W190448578","https://openalex.org/W216248561"],"abstract_inverted_index":{"A":[0],"seamless,":[1],"reconfigurable,":[2],"and":[3,13,31,84,94,105],"highly":[4,92],"parallel":[5,32,47,93],"in-memory":[6,44,59],"stochastic":[7,34,48,67,85,96],"computing":[8],"(SC)":[9],"approach":[10,61,108],"is":[11,50,87,91,98],"proposed":[12],"experimentally":[14],"demonstrated":[15],"in":[16,40],"resistive":[17],"random":[18],"access":[19],"memory":[20,56],"(RRAM)":[21],"array.":[22,57],"By":[23,42],"utilizing":[24],"the":[25,54,78,95],"probabilistic":[26],"switching":[27],"behavior":[28],"of":[29],"RRAM":[30],"writing,":[33],"bit":[35],"streams":[36],"(SBS)":[37],"are":[38],"generated":[39],"parallel.":[41],"employing":[43],"stateful":[45],"logic,":[46],"logic":[49,86,97],"directly":[51],"performed":[52],"within":[53],"same":[55],"This":[58,100],"SC":[60],"has":[62],"three":[63],"merits:":[64],"1)":[65],"true":[66],"number":[68],"generator":[69],"(SNG)":[70],"can":[71],"be":[72],"obtained":[73],"with":[74],"low":[75],"cost,":[76],"2)":[77],"signal":[79],"conversion":[80],"overhead":[81],"between":[82],"SNG":[83],"eliminated,":[88],"3)":[89],"it":[90],"reconfigurable.":[99],"work":[101],"provides":[102],"an":[103],"efficient":[104],"low-cost":[106],"alternative":[107],"to":[109],"achieve":[110],"SC.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
