{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T00:09:10Z","timestamp":1775779750992,"version":"3.50.1"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1911095"],"award-info":[{"award-number":["1911095"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["1826967"],"award-info":[{"award-number":["1826967"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2100237"],"award-info":[{"award-number":["2100237"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2112167"],"award-info":[{"award-number":["2112167"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2003279"],"award-info":[{"award-number":["2003279"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2112665"],"award-info":[{"award-number":["2112665"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2052809"],"award-info":[{"award-number":["2052809"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Artif. Intel."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tcasai.2024.3481193","type":"journal-article","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T17:54:38Z","timestamp":1729101278000},"page":"204-219","source":"Crossref","is-referenced-by-count":5,"title":["Private and Efficient Learning With Hyperdimensional Computing"],"prefix":"10.1109","volume":"1","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3655-0501","authenticated-orcid":false,"given":"Behnam","family":"Khaleghi","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, UC San Diego, La Jolla, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9638-6184","authenticated-orcid":false,"given":"Xiaofan","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, UC San Diego, La Jolla, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1048-1285","authenticated-orcid":false,"given":"Jaeyoung","family":"Kang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, UC San Diego, La Jolla, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0967-3582","authenticated-orcid":false,"given":"Xuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, UC San Diego, La Jolla, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6954-997X","authenticated-orcid":false,"given":"Tajana","family":"Rosing","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, UC San Diego, La Jolla, CA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-03685-w"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109048"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3309551"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3498361.3539765"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3129612"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref7","article-title":"Privacy in deep learning: A survey","author":"Mireshghallah"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2019.2935464"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530669"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.12664"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICRC.2017.8123650"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3277593.3277617"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMTT.2021.3134992"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-00510-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-020-01634-y"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.23919\/DATE56975.2023.10136901"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218493"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586217"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2019.00076"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530394"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3495243.3558757"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191707"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP52443.2021.00039"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3524067"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323815"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED58423.2023.10244262"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/DAC56929.2023.10247820"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.23919\/DATE58400.2024.10546847"},{"key":"ref29","article-title":"Adversarial attacks on brain-inspired hyperdimensional computing-based classifiers","author":"Yang"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586169"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.23919\/DATE54114.2022.9774641"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121192"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/DAC56929.2023.10247811"},{"key":"ref34","first-page":"598","article-title":"Robust hyperdimensional computing against cyber attacks and hardware errors: A survey","volume-title":"Proc. 28th Asia South Pacific Des. Automat. Conf.","author":"Ma","year":"2023"},{"key":"ref35","article-title":"Fast computation of Moore\u2013Penrose inverse matrices","author":"Courrieu"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/s40708-022-00162-8"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_1"},{"key":"ref38","article-title":"Algorithmic insights on continual learning from fruit flies","author":"Shen"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3431920.3439298"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2019.2954472"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3370748.3406587"},{"key":"ref42","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3526241.3530331"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2010.12"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/090756090"},{"key":"ref46","article-title":"Making the shoe fit: Architectures, initializations, and tuning for learning with privacy","author":"Papernot","year":"2019"},{"key":"ref47","article-title":"Caltech-256 object category dataset","volume":"10","author":"Griffin","year":"2007"},{"key":"ref48","first-page":"437","article-title":"A public domain dataset for human activity recognition using smartphones","author":"Anguita","journal-title":"Proc. Eur. Symp. Artif. Neural Netw., Comput. Intell. Mach. Learn. (ESANN)"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ISWC.2012.13"},{"key":"ref50","article-title":"UCI Machine Learning Repository."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref52","article-title":"The CIFAR dataset"},{"key":"ref53","article-title":"Xilinx power estimator user guide UG440.","year":"2022"},{"key":"ref54","article-title":"CPU energy meter","year":"2020"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3289602.3293913"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2022.3179226"},{"key":"ref57","article-title":"HDCC: A hyperdimensional computing compiler for classification on embedded systems and high-performance computing","author":"Verg\u00e9s"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref59","article-title":"ImageNet classification with deep convolutional neural networks","volume":"25","author":"Krizhevsky","year":"2012","journal-title":"Proc. Adv. Neural Inf. Process. Syst."},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/iceac.2015.7352200"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2018.2870560"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378011"},{"key":"ref63","article-title":"Pytorch forums"}],"container-title":["IEEE Transactions on Circuits and Systems for Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/10495160\/10768861\/10720539-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10495160\/10768861\/10720539.pdf?arnumber=10720539","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T19:31:45Z","timestamp":1732735905000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10720539\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":63,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcasai.2024.3481193","relation":{},"ISSN":["2996-6647"],"issn-type":[{"value":"2996-6647","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}