{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T17:11:27Z","timestamp":1791479487306,"version":"4.3.4"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"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"}],"funder":[{"name":"Data Storage Systems Center (DSSC) and its Industrial Sponsors"},{"DOI":"10.13039\/100008047","name":"Kavcic\u2013Moura Fund at Carnegie Mellon University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008047","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CMU-Apple VLSI Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Solid-State Circuits"],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1109\/jssc.2023.3241631","type":"journal-article","created":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T19:36:48Z","timestamp":1676057808000},"page":"1094-1105","source":"Crossref","is-referenced-by-count":1,"title":["Non-Linear CNN-Based Read Channel for Hard Disk Drive With 30% Error Rate Reduction and Sequential 200-Mbits\/s Throughput in 28-nm CMOS"],"prefix":"10.1109","volume":"58","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5577-7093","authenticated-orcid":false,"given":"Yuwei","family":"Qin","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering and the Data Storage Systems Center (DSSC), Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruben","family":"Purdy","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alec","family":"Probst","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ching-Yi","family":"Lin","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3702-2196","authenticated-orcid":false,"given":"Jian-Gang","family":"Zhu","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering and the Data Storage Systems Center (DSSC), Carnegie Mellon University, Pittsburgh, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"The Digitization of the World From Edge to Core","author":"Rydning","year":"2018"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2018.2869046"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmmm.2022.169670"},{"key":"ref4","first-page":"674","article-title":"Estimation of areal density gains of TDMR system with 2D detector","volume-title":"Proc. Int. Symp. Inf. Theory Appl.","author":"Radhakrishnan"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.1987.1065206"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2011.2134077"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2016.2609858"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2014.2357774"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LMAG.2019.2904926"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2019.2942051"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2012.2231855"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-8853(01)00356-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/APMRC.2002.1037621"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2021.3131139"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMRC53175.2021.9605124"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/VLSITechnologyandCir46769.2022.9830238"},{"key":"ref17","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","volume-title":"arXiv:1704.04861","author":"Howard","year":"2017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref19","first-page":"256","article-title":"Systolic arrays (for VLSI)","volume-title":"Sparse Matrix Proceedings","volume":"1","author":"Kung","year":"1979"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MC.1982.1653825"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref22","first-page":"7324","article-title":"Making convolutional networks shift-invariant again","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhang"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2018.2869150"},{"key":"ref27","first-page":"1","article-title":"High performance convolutional neural networks for document processing","volume-title":"Proc. 10th Int. Workshop Frontiers Handwriting Recognit.","author":"Chellapilla"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.07.045"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05318-5_3"},{"key":"ref30","article-title":"PACT: Parameterized clipping activation for quantized neural networks","author":"Choi","year":"2018","journal-title":"arXiv:1805.06085"},{"key":"ref31","first-page":"348","article-title":"Accurate and efficient 2-bit quantized neural networks","volume-title":"Proc. Mach. Learn. Syst.","volume":"1","author":"Choi"},{"key":"ref32","article-title":"Bridging the accuracy gap for 2-bit quantized neural networks (QNN)","volume-title":"arXiv:1807.06964","author":"Choi","year":"2018"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2018.8297274"},{"key":"ref34","first-page":"1","article-title":"FLightNNs: Lightweight quantized deep neural networks for fast and accurate inference","volume-title":"Proc. 56th Annu. Design Autom. Conf.","author":"Ding"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2003.813250"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2008.925404"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2012.2190673"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/VLSIC.2018.8502333"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2019.2960488"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9063111"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC19947.2020.9062984"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2020.3017373"}],"container-title":["IEEE Journal of Solid-State Circuits"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4\/10082904\/10041861.pdf?arnumber=10041861","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T13:31:57Z","timestamp":1707831117000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10041861\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jssc.2023.3241631","relation":{},"ISSN":["0018-9200","1558-173X"],"issn-type":[{"value":"0018-9200","type":"print"},{"value":"1558-173X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4]]}}}