{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T01:43:51Z","timestamp":1776303831801,"version":"3.50.1"},"reference-count":58,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","award":["EP\/L016796\/1,EP\/N031768\/1,EP\/P010040\/1,EP\/S030069\/1"],"award-info":[{"award-number":["EP\/L016796\/1,EP\/N031768\/1,EP\/P010040\/1,EP\/S030069\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100002418","name":"Intel","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100002418","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1109\/icfpt51103.2020.00012","type":"proceedings-article","created":{"date-parts":[[2021,5,8]],"date-time":"2021-05-08T08:53:45Z","timestamp":1620464025000},"page":"20-28","source":"Crossref","is-referenced-by-count":10,"title":["A Reconfigurable Multithreaded Accelerator for Recurrent Neural Networks"],"prefix":"10.1109","author":[{"given":"Zhiqiang","family":"Que","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroki","family":"Nakahara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongxiang","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiuxi","family":"Meng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kuen Hung","family":"Tsoi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinyu","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eriko","family":"Nurvitadhi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wayne","family":"Luk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP.2019.00-42"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3370748.3406561"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICFPT47387.2019.00072"},{"key":"ref32","author":"yazdani","year":"2019","journal-title":"LSTM-Sharp An Adaptable Energy-Efficient Hardware Accelerator for Long Short-Term Memory"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MCSoC.2019.00042"},{"key":"ref30","author":"zhao","year":"2019","journal-title":"Serving Recurrent Neural Networks Efficiently with a Spatial Accelerator"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2017.25"},{"key":"ref36","author":"chang","year":"2015","journal-title":"Recurrent neural networks hardware implementation on FPGA"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3373087.3375301"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00024"},{"key":"ref28","first-page":"142","article-title":"Learning word vectors for sentiment analysis","author":"maas","year":"0","journal-title":"Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies"},{"key":"ref27","year":"2020","journal-title":"Intel Agilex Variable Precision DSP Blocks User Guide"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298935"},{"key":"ref2","article-title":"Deep speech 2: End-to-end speech recognition in english and mandarin","author":"amodei","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.4992"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM48280.2020.00011"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/FPT.2018.00038"},{"key":"ref21","first-page":"1t","volume":"7","author":"chollet","year":"2015","journal-title":"Keras Deep learning library for theano and tensor-flow"},{"key":"ref24","year":"2017","journal-title":"Deep learning with INT8 optimization on Xilinx devices"},{"key":"ref23","year":"0","journal-title":"Understanding how hyperflex architecture enables high performance systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00014"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2019.00027"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3289602.3293898"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3316781.3317813"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00081"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1837274.1837356"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.4236\/cs.2017.86010"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2019.2924007"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080256"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3370748.3406552"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS45731.2020.9180869"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2019.00035"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-020-01549-8"},{"key":"ref12","author":"hannun","year":"2014","journal-title":"Deep speech Scaling up end-to-end speech recognition"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219845"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3190508.3190541"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1147\/rd.446.0885"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2005.34"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA47549.2020.00027"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00077"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299101"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021745"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2016.7577314"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21236\/ADA623249"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SmartCloud.2018.00009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2017.7858394"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3174243.3174261"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00012"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3337801.3337804"},{"key":"ref45","article-title":"Approximate FPGA-based LSTMs under computation time constraints","author":"rizakis","year":"0","journal-title":"International Symposium on Applied Reconfigurable Computing"},{"key":"ref48","first-page":"1","article-title":"Scalable Multi-FPGA Acceleration for Large RNNs with Full Parallelism Levels","author":"kwon","year":"0","journal-title":"2020 57th ACM\/IEEE Design Automation Conference (DAC)"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICFPT47387.2019.00054"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2019.00028"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3174243.3174253"},{"key":"ref44","author":"silfa","year":"2020","journal-title":"E-BATCH Energy-Efficient and High-Throughput RNN Batching"},{"key":"ref43","author":"ardakani","year":"2018","journal-title":"Learning to skip ineffectual recurrent computations in lstms"}],"event":{"name":"2020 International Conference on Field-Programmable Technology (ICFPT)","location":"Maui, HI, USA","start":{"date-parts":[[2020,12,9]]},"end":{"date-parts":[[2020,12,11]]}},"container-title":["2020 International Conference on Field-Programmable Technology (ICFPT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9415533\/9415535\/09415593.pdf?arnumber=9415593","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T00:28:14Z","timestamp":1656376094000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9415593\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/icfpt51103.2020.00012","relation":{},"subject":[],"published":{"date-parts":[[2020,12]]}}}