{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T17:10:01Z","timestamp":1773249001995,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"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":[],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.23919\/date56975.2023.10136942","type":"proceedings-article","created":{"date-parts":[[2023,6,2]],"date-time":"2023-06-02T15:32:57Z","timestamp":1685719977000},"page":"1-6","source":"Crossref","is-referenced-by-count":8,"title":["Accurate yet Efficient Stochastic Computing Neural Acceleration with High Precision Residual Fusion"],"prefix":"10.23919","author":[{"given":"Yixuan","family":"Hu","sequence":"first","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tengyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Renjie","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng","family":"Li","sequence":"additional","affiliation":[{"name":"Institute for Artificial Intelligence, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Runsheng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ru","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Integrated Circuits, Peking University,Beijing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530499"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586097"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_44"},{"key":"ref14","author":"lai","year":"2018","journal-title":"Cmsis-nn Efficient neural network kernels for arm cortex-m cpus"},{"key":"ref20","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"Tech Report"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116289"},{"key":"ref22","author":"esser","year":"2019","journal-title":"Learned step size quantization"},{"key":"ref10","first-page":"1","article-title":"A new stochastic computing multiplier with ap-plication to deep convolutional neural networks","author":"sim","year":"0"},{"key":"ref21","author":"loshchilov","year":"2017","journal-title":"Decoupled weight decay regularization"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2017.7927069"},{"key":"ref1","article-title":"Reconfigurable spatial parallel stochastic computing for accelerating sparse convolutional neural networks","author":"xia","year":"2022","journal-title":"Science China Information Sciences"},{"key":"ref17","author":"martinez","year":"2020","journal-title":"Training bi-nary neural networks with real-to-binary convolutions"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00520"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref18","author":"liu","year":"2022","journal-title":"Bit Robustly binarized multi-distilled transformer"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LSSC.2022.3194954"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ASP-DAC52403.2022.9712585"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2020.2969691"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3316781.3317911"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3037697.3037746"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116390"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3009047"}],"event":{"name":"2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)","location":"Antwerp, Belgium","start":{"date-parts":[[2023,4,17]]},"end":{"date-parts":[[2023,4,19]]}},"container-title":["2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10136870\/10136706\/10136942.pdf?arnumber=10136942","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T14:00:22Z","timestamp":1701093622000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10136942\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":22,"URL":"https:\/\/doi.org\/10.23919\/date56975.2023.10136942","relation":{},"subject":[],"published":{"date-parts":[[2023,4]]}}}