{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T05:53:50Z","timestamp":1781848430677,"version":"3.54.5"},"reference-count":13,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:00:00Z","timestamp":1779580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010909","name":"Young Scientists Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010909","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,24]]},"DOI":"10.1109\/iscas66217.2026.11562458","type":"proceedings-article","created":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T20:06:41Z","timestamp":1781813201000},"page":"3256-3260","source":"Crossref","is-referenced-by-count":0,"title":["Neural Quantization-Aware Piecewise Linear Approximation for Nonlinear Functions on FPGA"],"prefix":"10.1109","author":[{"given":"Fanhong","family":"Zeng","sequence":"first","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Runhan","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juntao","family":"Guan","sequence":"additional","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rui","family":"Lai","sequence":"additional","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhangming","family":"Zhu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education)"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref2","first-page":"5506","article-title":"I-bert: Integer-only bert quantization","volume-title":"International conference on machine learning","author":"Kim"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01565"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586134"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD57390.2023.10323725"},{"key":"ref6","first-page":"577","article-title":"Nn-lut: Neural approximation of non-linear operations for efficient transformer inference","volume-title":"Proceedings of the 59th ACM\/IEEE Design Automation Conference","author":"Yu"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS46773.2023.10181655"},{"key":"ref8","first-page":"1","article-title":"Genetic quantization-aware approximation for non-linear operations in transformers","volume-title":"Proceedings of the 61st ACM\/IEEE Design Automation Conference","author":"Dong"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/math7100992"},{"key":"ref10","first-page":"112","article-title":"Trained quantization thresholds for accurate and efficient fixed-point inference of deep neural networks","volume-title":"Proceedings of Machine Learning and Systems","volume":"2","author":"Jain"},{"key":"ref11","author":"Loshchilov","year":"2017","journal-title":"Decoupled weight decay regularization"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2022.3146573"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICFPT52863.2021.9609865"}],"event":{"name":"2026 IEEE International Symposium on Circuits and Systems (ISCAS)","location":"Shanghai, China","start":{"date-parts":[[2026,5,24]]},"end":{"date-parts":[[2026,5,28]]}},"container-title":["2026 IEEE International Symposium on Circuits and Systems (ISCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11561899\/11561804\/11562458.pdf?arnumber=11562458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T05:39:53Z","timestamp":1781847593000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11562458\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,24]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/iscas66217.2026.11562458","relation":{},"subject":[],"published":{"date-parts":[[2026,5,24]]}}}