{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T13:06:57Z","timestamp":1758892017252,"version":"3.37.3"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2019.2962746","type":"journal-article","created":{"date-parts":[[2019,12,27]],"date-time":"2019-12-27T20:53:15Z","timestamp":1577479995000},"page":"6045-6059","source":"Crossref","is-referenced-by-count":7,"title":["LACS: A High-Computational-Efficiency Accelerator for CNNs"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2720-2273","authenticated-orcid":false,"given":"Jiangwei","family":"Shang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3580-9566","authenticated-orcid":false,"given":"Lei","family":"Qian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7419-4272","authenticated-orcid":false,"given":"Zhan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2869-0723","authenticated-orcid":false,"given":"Lixing","family":"Xue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9215-7173","authenticated-orcid":false,"given":"Hongwei","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Axi interconnect v2","year":"2017","key":"ref33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021736"},{"key":"ref31","first-page":"1106","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc NIPS"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.23919\/FPL.2017.8056820"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2017.2705069"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001177"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2017.2767624"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021727"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3174243.3174265"},{"key":"ref15","first-page":"101","article-title":"Evaluating fast algorithms for convolutional neural networks on FPGAs","author":"liang","year":"2017","journal-title":"Proc IEEE Int Symp Field-Program Custom Comput Mach (FCCM)"},{"key":"ref16","article-title":"Snowflake: A model agnostic accelerator for deep convolutional neural networks","author":"gokhale","year":"2017","journal-title":"arXiv 1708 02579"},{"key":"ref17","first-page":"94","article-title":"Math doesn&#x2019;t have to be hard: Logic block architectures to enhance low-precision multiply-accumulate on FPGAs","author":"boutros","year":"2019","journal-title":"Proc ACM Int Symp Field-Program Gate Arrays (FPGA)"},{"key":"ref18","article-title":"VTA: An open hardware-software stack for deep learning","author":"moreau","year":"2018","journal-title":"arXiv 1807 04188"},{"key":"ref19","first-page":"1","article-title":"Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA","author":"ma","year":"2016","journal-title":"Proc 16th Int Conf Field Program Logic Appl (FPL)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3316781.3317936"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2795798"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2018.00060"},{"key":"ref3","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2770178"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2684746.2689060"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2836921"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2847263.2847265"},{"key":"ref7","article-title":"Dynamical isometry and a mean field theory of CNNS: How to train 10,000-layer vanilla convolutional neural networks","author":"xiao","year":"2018","journal-title":"arXiv 1806 05393"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2820840"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TVLSI.2018.2815603"},{"key":"ref1","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001138"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2018.00034"},{"article-title":"Optimizing frequency domain implementation of CNNs on FPGAs","year":"2017","author":"zeng","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2018.8297302"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3289602.3293915"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00060"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2018.00016"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/08944026.pdf?arnumber=8944026","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T09:19:27Z","timestamp":1643275167000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8944026\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2962746","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2020]]}}}