{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T12:36:13Z","timestamp":1726230973236},"reference-count":16,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/fpt.2016.7929192","type":"proceedings-article","created":{"date-parts":[[2017,5,18]],"date-time":"2017-05-18T22:35:29Z","timestamp":1495146929000},"source":"Crossref","is-referenced-by-count":213,"title":["Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC"],"prefix":"10.1109","author":[{"given":"Eriko","family":"Nurvitadhi","sequence":"first","affiliation":[]},{"given":"David","family":"Sheffield","sequence":"additional","affiliation":[]},{"family":"Jaewoong Sim","sequence":"additional","affiliation":[]},{"given":"Asit","family":"Mishra","sequence":"additional","affiliation":[]},{"given":"Ganesh","family":"Venkatesh","sequence":"additional","affiliation":[]},{"given":"Debbie","family":"Marr","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","author":"ioffe","year":"0","journal-title":"Batch Normalization Accelerating Deep Network Training by Reducing Internal Covariate Shift"},{"key":"ref11","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"},{"key":"ref12","author":"karpathy","year":"2014","journal-title":"Deep visual-semantic alignments for generating image descriptions"},{"key":"ref13","year":"0","journal-title":"Altera's PowerPlay Early Power Estimators (EPE) and Power Analyzer"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CASES.2015.7324551"},{"key":"ref15","first-page":"1616","article-title":"Hardware Accelerator for Analytics of Sparse Data","author":"eriko nurvitadhi","year":"2016","journal-title":"Design Automation Test in Europe Conference Exhibition (DATE)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2016.7577314"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISVLSI.2010.84"},{"key":"ref3","author":"amodei","year":"0","journal-title":"Deep speech 2 End-to-end speech recognition in english and mandarin"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2009.5272559"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/PDP.2015.66"},{"key":"ref8","article-title":"Imagenet classificationwith deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2541940.2541967"},{"key":"ref2","author":"courbariaux","year":"0","journal-title":"Binarized Neural Networks Training Deep Neural Networks with Weights and Activations Constrained to +1 or ?1 ”"},{"key":"ref1","article-title":"BinaryConnect: Training Deep Neural Networks with binary weights during propagations","author":"courbariaux","year":"2015","journal-title":"Neural Information Processing Systems (NIPS)"},{"key":"ref9","author":"horowitz","year":"0","journal-title":"Energy table for 45nm process"}],"event":{"name":"2016 International Conference on Field-Programmable Technology (FPT)","location":"Xi'an, China","start":{"date-parts":[[2016,12,7]]},"end":{"date-parts":[[2016,12,9]]}},"container-title":["2016 International Conference on Field-Programmable Technology (FPT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7924463\/7929174\/07929192.pdf?arnumber=7929192","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,5,31]],"date-time":"2017-05-31T04:22:54Z","timestamp":1496204574000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7929192\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/fpt.2016.7929192","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}