{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T09:13:18Z","timestamp":1768554798974,"version":"3.49.0"},"reference-count":43,"publisher":"Wiley","issue":"5","license":[{"start":{"date-parts":[[2022,2,24]],"date-time":"2022-02-24T00:00:00Z","timestamp":1645660800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the People's Republic of China","doi-asserted-by":"publisher","award":["2019YFB2205100"],"award-info":[{"award-number":["2019YFB2205100"]}],"id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61974164"],"award-info":[{"award-number":["61974164"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61701509"],"award-info":[{"award-number":["61701509"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62074166"],"award-info":[{"award-number":["62074166"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["advanced.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Advanced Intelligent Systems"],"published-print":{"date-parts":[[2022,5]]},"abstract":"<jats:sec><jats:label\/><jats:p>Implementing stateful logic based on memristors is a promising approach for the development of a highly efficient in\u2010memory computing paradigm, wherein the data transmission between the controller and memory is largely alleviated. However, the deviation of the electrical behavior of memristors causes errors in the execution process of the stateful logic. Consequently, a reliability issue arises that must be carefully addressed. Here, a method of error detection and correction (EDC) based on memristor\u2010based stateful logic operation is proposed for the IMP stateful logic gate (PMR\u2010two\u20102IMP). Leveraging the concept of redundancy, error detection is achieved with the assistance of a stateful NOR logic gate, while a composite stateful OR logic gate is used for error correction. In the simulated validation, the concept of redundancy is employed to improve the accuracy of EDC. Finally, the feasibility of the proposed method for practical devices (TiN\/TaO<jats:sub>\n<jats:italic>x<\/jats:italic>\n<\/jats:sub>\/HfO<jats:sub>\n<jats:italic>x<\/jats:italic>\n<\/jats:sub>\/TiN) is demonstrated using a circuit platform equipped with a 1T1R crossbar array.<\/jats:p><\/jats:sec>","DOI":"10.1002\/aisy.202100234","type":"journal-article","created":{"date-parts":[[2022,2,24]],"date-time":"2022-02-24T07:00:12Z","timestamp":1645686012000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Error Detection and Correction Method Toward Fully Memristive Stateful Logic Design"],"prefix":"10.1002","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6238-2660","authenticated-orcid":false,"given":"Zhiwei","family":"Li","sequence":"first","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongchang","family":"Long","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Zhu","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yinan","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haijun","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qingjiang","family":"Li","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nuo","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Computer National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Electronic Science and Technology National University of Defense Technology  Changsha 410073 China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2022,2,24]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000278"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41578-019-0159-3"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-018-0092-2"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41565-020-0655-z"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2016.2583673"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.201900082"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/pssr.201900033"},{"key":"e_1_2_10_9_1","first-page":"1800629","volume":"0","author":"Kim K. M.","year":"2018","journal-title":"Phys. Status Solidi RRL"},{"key":"e_1_2_10_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201802554"},{"key":"e_1_2_10_11_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature08940"},{"key":"e_1_2_10_12_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201602418"},{"key":"e_1_2_10_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2014.2357292"},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/pssr.202100208"},{"key":"e_1_2_10_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.201905660"},{"key":"e_1_2_10_16_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.201900156"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2013.2282132"},{"key":"e_1_2_10_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2020.2965935"},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNANO.2016.2570248"},{"key":"e_1_2_10_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2019.2926811"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2018.2886364"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2019.2931947"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TED.2020.3001247"},{"key":"e_1_2_10_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2021.3102678"},{"key":"e_1_2_10_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2015.2448731"},{"key":"e_1_2_10_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2019.2953306"},{"key":"e_1_2_10_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2021.3072210"},{"key":"e_1_2_10_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TED.2020.2985013"},{"key":"e_1_2_10_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TDMR.2020.2981205"},{"key":"e_1_2_10_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TED.2020.3025271"},{"key":"e_1_2_10_31_1","unstructured":"H.Long X.Zhu Z.Li J.Diao H.Liu Q.Li presented at 2019 IEEE Inter. Workshop on Future Computing (IWOFC) Hangzhou China December 2019."},{"key":"e_1_2_10_32_1","unstructured":"X.Zhu H.Long Z.Li H.Xu H.Liu Q.Li presented at 2019 IEEE Inter. Workshop on Future Computing (IWOFC) Hangzhou China December 2019."},{"key":"e_1_2_10_33_1","unstructured":"X.Zhu Z.Li H.Long H.Liu Y.Wang H.Xu presented at 2020 IEEE Inter. Symp. on Circuits and Systems (ISCAS) Seville Spain October 2020."},{"key":"e_1_2_10_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12274-017-1449-y"},{"key":"e_1_2_10_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2021.3079986"},{"key":"e_1_2_10_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mejo.2020.104866"},{"key":"e_1_2_10_37_1","unstructured":"X.Zhu H.Xu H.Long Q.Li Z.Li H.Liu Y.Wang presented at 2021 5th IEEE Electron Devices Technology & Manufacturing Conf. (EDTM) Chengdu China April 2021."},{"key":"e_1_2_10_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2021.3095545"},{"key":"e_1_2_10_39_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000081"},{"key":"e_1_2_10_40_1","unstructured":"J.Reuben R.Ben-Hur N.Wald N.Talati A. H.Ali P.Gaillardon S.Kvatinsky presented at 2017 27th Inter. Symp. on Power and Timing Modeling Optimization and Simulation (PATMOS) Thessaloniki Greece 25\u201327 September 2017."},{"key":"e_1_2_10_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2018.2861463"},{"key":"e_1_2_10_42_1","unstructured":"O.Leitersdorf B.Perach R.Ronen S.Kvatinsky presented at 2021 58th ACM\/IEEE Design Automation Conf. (DAC) San Francisco CA 5\u20139 December 2021."},{"key":"e_1_2_10_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2012.2215714"},{"key":"e_1_2_10_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2015.2433536"}],"container-title":["Advanced Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aisy.202100234","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/aisy.202100234","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aisy.202100234","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T21:25:58Z","timestamp":1759872358000},"score":1,"resource":{"primary":{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/10.1002\/aisy.202100234"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,24]]},"references-count":43,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["10.1002\/aisy.202100234"],"URL":"https:\/\/doi.org\/10.1002\/aisy.202100234","archive":["Portico"],"relation":{},"ISSN":["2640-4567","2640-4567"],"issn-type":[{"value":"2640-4567","type":"print"},{"value":"2640-4567","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,24]]},"assertion":[{"value":"2021-11-13","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-02-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2100234"}}