{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T08:25:13Z","timestamp":1758875113862,"version":"3.37.3"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61975124"],"award-info":[{"award-number":["61975124"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tpds.2024.3415712","type":"journal-article","created":{"date-parts":[[2024,6,18]],"date-time":"2024-06-18T18:00:08Z","timestamp":1718733608000},"page":"1749-1764","source":"Crossref","is-referenced-by-count":6,"title":["Exploiting Temporal-Unrolled Parallelism for Energy-Efficient SNN Acceleration"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8769-293X","authenticated-orcid":false,"given":"Fangxin","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Zongwu","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Wenbo","family":"Zhao","sequence":"additional","affiliation":[{"name":"PDD Holdings Inc., Atlanta, GA, USA"}]},{"given":"Ning","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7727-5489","authenticated-orcid":false,"given":"Yongbiao","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8086-6802","authenticated-orcid":false,"given":"Shiyuan","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2939-6534","authenticated-orcid":false,"given":"Haomin","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Tao","family":"Yang","sequence":"additional","affiliation":[{"name":"Huawei Technologies Company Ltd., Shenzhen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0810-1458","authenticated-orcid":false,"given":"Songwen","family":"Pei","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering Department, University of Shanghai for Science and Technology, Shanghai, China"}]},{"given":"Xiaoyao","family":"Liang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7353-8798","authenticated-orcid":false,"given":"Li","family":"Jiang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1677-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.005"},{"article-title":"Enabling deep spiking neural networks with hybrid conversion and spike timing dependent backpropagation","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Rathi","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58526-6_24"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00038"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.036"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3173162.3173205"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2474396"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.112130359"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00039"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3431920.3439283"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/DATE51398.2021.9473964"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.11.045"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530592"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.11.052"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2020.3043782"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218578"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2021.665662"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3445814.3446738"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/2744769.2744783"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2021.756876"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20061"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2023.3279349"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3531437.3539704"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2023.3235888"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr42600.2020.01357"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00095"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065720500276"},{"article-title":"Spiking deep networks with LIF neurons","year":"2015","author":"Hunsberger","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.11.014"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCD50377.2020.00027"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00059"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO50266.2020.00063"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053856"},{"article-title":"Training energy-efficient deep spiking neural networks with time-to-first-spike coding","year":"2021","author":"Park","key":"ref35"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58607-2_23"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001177"},{"article-title":"The MNIST database of handwritten digits","year":"1998","author":"LeCun","key":"ref38"},{"article-title":"The cifar-10 dataset","year":"2014","author":"Krizhevsky","key":"ref39"},{"key":"ref40","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky"},{"article-title":"Spikingjelly","year":"2020","author":"Fang","key":"ref41"},{"article-title":"CACTI 6.0: A tool to understand large caches","year":"2009","author":"Muralimanohar","key":"ref43"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2313565"},{"key":"ref45","first-page":"860","article-title":"Spiking neural network with RRAM: Can we use it for real-world application?","volume-title":"Proc. Des. Automat. Test Europe Conf. Exhib.","author":"Tang"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966154"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/71\/10631781\/10561563.pdf?arnumber=10561563","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T18:03:01Z","timestamp":1726682581000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10561563\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":45,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2024.3415712","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"type":"print","value":"1045-9219"},{"type":"electronic","value":"1558-2183"},{"type":"electronic","value":"2161-9883"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}