{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T14:58:56Z","timestamp":1784645936019,"version":"3.55.0"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,3,1]],"date-time":"2023-03-01T00:00:00Z","timestamp":1677628800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100011688","name":"Electronics Components and Systems for European Leadership (ECSEL) Joint Undertaking","doi-asserted-by":"publisher","award":["101007321"],"award-info":[{"award-number":["101007321"]}],"id":[{"id":"10.13039\/501100011688","id-type":"DOI","asserted-by":"publisher"}]},{"name":"JU through the European Union\u2019s Horizon 2020 Research and Innovation Programme and France, Belgium, Czech Republic, Germany, Italy, Sweden, Switzerland, and Turkey"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Emerg. Sel. Topics Circuits Syst."],"published-print":{"date-parts":[[2023,3]]},"DOI":"10.1109\/jetcas.2023.3241750","type":"journal-article","created":{"date-parts":[[2023,2,2]],"date-time":"2023-02-02T19:36:38Z","timestamp":1675366598000},"page":"395-407","source":"Crossref","is-referenced-by-count":34,"title":["Combined HW\/SW Drift and Variability Mitigation for PCM-Based Analog In-Memory Computing for Neural Network Applications"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0952-3839","authenticated-orcid":false,"given":"Alessio","family":"Antolini","sequence":"first","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5535-7002","authenticated-orcid":false,"given":"Carmine","family":"Paolino","sequence":"additional","affiliation":[{"name":"Department of Electronics and Telecommunications, Politecnico of Torino, Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0103-8126","authenticated-orcid":false,"given":"Francesco","family":"Zavalloni","sequence":"additional","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Lico","sequence":"additional","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6994-2088","authenticated-orcid":false,"given":"Eleonora Franchi","family":"Scarselli","sequence":"additional","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3818-9115","authenticated-orcid":false,"given":"Mauro","family":"Mangia","sequence":"additional","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8777-7135","authenticated-orcid":false,"given":"Fabio","family":"Pareschi","sequence":"additional","affiliation":[{"name":"Department of Electronics and Telecommunications, Politecnico of Torino, Turin, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2496-1856","authenticated-orcid":false,"given":"Gianluca","family":"Setti","sequence":"additional","affiliation":[{"name":"CEMSE, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4731-7860","authenticated-orcid":false,"given":"Riccardo","family":"Rovatti","sequence":"additional","affiliation":[{"name":"&#x201C;&#x2018;Ercole De Castro&#x201D; Research Centre on Electronic Systems for Information and Communication Technologies and the Department of Electrical Electronic and Information Engineering Engineering &#x201C;Guglielmo Marconi,&#x201D;, University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mattia Luigi","family":"Torres","sequence":"additional","affiliation":[{"name":"STMicroelectronics, Agrate Brianza, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0928-6095","authenticated-orcid":false,"given":"Marcella","family":"Carissimi","sequence":"additional","affiliation":[{"name":"STMicroelectronics, Agrate Brianza, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4988-9982","authenticated-orcid":false,"given":"Marco","family":"Pasotti","sequence":"additional","affiliation":[{"name":"STMicroelectronics, Agrate Brianza, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/iccad51958.2021.9643488"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-018-0054-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/mssc.2019.2922889"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/asicon52560.2021.9620412"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2018.2871057"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1815682116"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/nanoarch53687.2021.9642235"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/jetcas.2016.2547718"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/esscirc53450.2021.9567817"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/jetcas.2016.2528598"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/vlsicircuits52068.2021.9492362"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/jssc.2022.3140414"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2021.3113300"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000040"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2021.3115993"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/jetcas.2019.2933148"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/icecs46596.2019.8964986"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-16108-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-31405-1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/prime55000.2022.9816795"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/imw52921.2022.9779290"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2021.3118996"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2021.3089987"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/edtm47692.2020.9117896"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/irps46558.2021.9405191"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/esscirc55480.2022.9911447"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/jssc.2018.2828805"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2006.888752"},{"key":"ref29","article-title":"5 parallel prism: A topology for pipelined implementations of convolutional neural networks using computational memory","author":"Dazzi","year":"2019","journal-title":"arXiv:1906.03474"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2017.2778940"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/jssc.2019.2963616"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-1942-4"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/isscc42613.2021.9365788"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/iedm.2007.4418973"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/ma14071624"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/iscas.2011.5937569"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1063\/1.3599559"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/prime55000.2022.9816788"},{"key":"ref39","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref41","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/iedm19573.2019.8993482"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/vlsi-soc.2018.8644902"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3316781.3317870"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/vlsi-tsa54299.2022.9770972"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.23919\/date54114.2022.9774736"}],"container-title":["IEEE Journal on Emerging and Selected Topics in Circuits and Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5503868\/10078357\/10035378.pdf?arnumber=10035378","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T13:47:39Z","timestamp":1707832059000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10035378\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3]]},"references-count":47,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jetcas.2023.3241750","relation":{},"ISSN":["2156-3357","2156-3365"],"issn-type":[{"value":"2156-3357","type":"print"},{"value":"2156-3365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3]]}}}