{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T18:49:01Z","timestamp":1783968541198,"version":"3.55.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.23919\/date.2017.7926951","type":"proceedings-article","created":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T20:34:41Z","timestamp":1494880481000},"page":"13-18","source":"Crossref","is-referenced-by-count":95,"title":["Energy-efficient hybrid stochastic-binary neural networks for near-sensor computing"],"prefix":"10.23919","author":[{"given":"Vincent T.","family":"Lee","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Armin","family":"Alaghi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John P.","family":"Hayes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Visvesh","family":"Sathe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis","family":"Ceze","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","author":"chollet","year":"0","journal-title":"Keras"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.104"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2872887.2750389"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CICC.2014.6946130"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-5841-9_2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.7873\/DATE.2015.0377"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2897937.2898011"},{"key":"ref17","first-page":"1109","article-title":"Architecture and statistical model of a pulse-mode digital multilayer neural network","author":"kim","year":"1995","journal-title":"IEEE Trans Neural Networks"},{"key":"ref18","author":"lecun","year":"0","journal-title":"The MNIST Database of Handwritten Digits"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref4","first-page":"1","article-title":"Fast and accurate computation using stochastic circuits","author":"alaghi","year":"2014","journal-title":"Proc DATE"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2463209.2488901"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISTC.2016.7593108"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001138"},{"key":"ref8","article-title":"Roadman to a $ trillion MEMS market","volume":"23","author":"brvzek","year":"2012","journal-title":"MEMS Technology Symposium"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/12.954505"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCD.2015.7357131"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2413754"},{"key":"ref1","author":"adabi","year":"0","journal-title":"TensorFlow Large-Scale Machine Learning on Heterogeneous Systems"},{"key":"ref20","article-title":"RedEye: analog ConvNet image sensor architecture for continuous mobile vision","author":"likamwa","year":"2016","journal-title":"Proc ISCA"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2014.2361070"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2847263.2847340"},{"key":"ref24","author":"nielsen","year":"2015","journal-title":"Neural Networks and Deep Learning"},{"key":"ref23","author":"nelson","year":"2000","journal-title":"Implementation of image processing algorithms on FPGA hardware"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2007.897157"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2010.202"}],"event":{"name":"2017 Design, Automation & Test in Europe Conference & Exhibition (DATE)","location":"Lausanne, Switzerland","start":{"date-parts":[[2017,3,27]]},"end":{"date-parts":[[2017,3,31]]}},"container-title":["Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE), 2017"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7919927\/7926947\/07926951.pdf?arnumber=7926951","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,12,13]],"date-time":"2017-12-13T21:07:06Z","timestamp":1513199226000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7926951\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":26,"URL":"https:\/\/doi.org\/10.23919\/date.2017.7926951","relation":{},"subject":[],"published":{"date-parts":[[2017,3]]}}}