{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T17:25:47Z","timestamp":1782926747591,"version":"3.54.5"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst."],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1109\/tcad.2022.3172600","type":"journal-article","created":{"date-parts":[[2022,5,4]],"date-time":"2022-05-04T19:58:46Z","timestamp":1651694326000},"page":"109-121","source":"Crossref","is-referenced-by-count":25,"title":["SDP: Co-Designing Algorithm, Dataflow, and Architecture for In-SRAM Sparse NN Acceleration"],"prefix":"10.1109","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2228-8829","authenticated-orcid":false,"given":"Fengbin","family":"Tu","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of California at Santa Barbara, Santa Barbara, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9657-3617","authenticated-orcid":false,"given":"Yiqi","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Beijing Innovation Center for Future Chip, and the Beijing National Research Center for Information Science and Technology,, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8534-6494","authenticated-orcid":false,"given":"Ling","family":"Liang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of California at Santa Barbara, Santa Barbara, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8716-5793","authenticated-orcid":false,"given":"Yufei","family":"Ding","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of California at Santa Barbara, Santa Barbara, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7548-4116","authenticated-orcid":false,"given":"Leibo","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Beijing Innovation Center for Future Chip, and the Beijing National Research Center for Information Science and Technology,, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5117-7920","authenticated-orcid":false,"given":"Shaojun","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Beijing Innovation Center for Future Chip, and the Beijing National Research Center for Information Science and Technology,, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2309-572X","authenticated-orcid":false,"given":"Shouyi","family":"Yin","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Beijing Innovation Center for Future Chip, and the Beijing National Research Center for Information Science and Technology,, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2093-1788","authenticated-orcid":false,"given":"Yuan","family":"Xie","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of California at Santa Barbara, Santa Barbara, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2018.8310400"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2016.13"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42613.2021.9365766"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/HCS49909.2020.9220622"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00040"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358291"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017","journal-title":"arXiv:1704.04861"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.7567\/ssdm.2015.o-3-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2018.8342009"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ESSCIRC.2019.8902824"},{"key":"ref14","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","author":"Krizhevsky"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00066"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080254"},{"key":"ref17","volume-title":"VLSI Digital Signal Processing Systems: Design and Implementation","author":"Parhi","year":"2007"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00015"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2016.12"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00069"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9062995"},{"key":"ref23","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2017.55"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9062949"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42613.2021.9365984"},{"key":"ref27","first-page":"6105","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Tan"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2019.00029"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IEDM19573.2019.8993662"},{"key":"ref30","first-page":"236","article-title":"Sparse ReRAM engine: Joint exploration of activation and weight sparsity in compressed neural networks","volume-title":"Proc. 46th Int. Symp. Comput. Archit.","author":"Yang"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC42613.2021.9365958"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9062958"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00030"},{"key":"ref34","first-page":"1","article-title":"Learning N:M fine-grained structured sparse neural networks from scratch","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Zhou"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3352460.3358269"}],"container-title":["IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/43\/9996095\/09768124.pdf?arnumber=9768124","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:50:11Z","timestamp":1705960211000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9768124\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1]]},"references-count":35,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tcad.2022.3172600","relation":{},"ISSN":["0278-0070","1937-4151"],"issn-type":[{"value":"0278-0070","type":"print"},{"value":"1937-4151","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1]]}}}