{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T01:53:59Z","timestamp":1729648439999,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/iecon.2018.8591593","type":"proceedings-article","created":{"date-parts":[[2019,1,18]],"date-time":"2019-01-18T22:30:15Z","timestamp":1547850615000},"page":"2717-2722","source":"Crossref","is-referenced-by-count":5,"title":["Implementation of Deep Neural Networks for Industry Applications"],"prefix":"10.1109","author":[{"given":"Pawel","family":"Rozycki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Janusz","family":"Kolbusz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Grzegorz","family":"Krzos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bogdan M.","family":"Wilamowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v31i1.10913","article-title":"When and Why Are Deep Networks Better than Shallow Ones?","author":"mhaskar","year":"2017","journal-title":"Proc of the Thirtieth AAAI Conference on Artificial Intelligence"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1142\/S0219530516400042"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-017-1054-2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390224"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.5947"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488598000094"},{"key":"ref14","first-page":"201","article-title":"Why does unsupervised pre-training help deep learning?","volume":"9","author":"erhan","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2001269.2001295"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19324-3_9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2003.1223966"},{"key":"ref28","article-title":"On the number of linear regions of deep neural networks","author":"montufar","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.12.045"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s005210050029"},{"key":"ref3","first-page":"121","volume":"2","author":"burges","year":"1998","journal-title":"A tutorial on support vector machines for pattern recognition Data Mining and Knowledge Discovery"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2187914"},{"key":"ref29","first-page":"2066","article-title":"On the Depth of Deep Neural Networks: A Theoretical View","author":"sun","year":"2016","journal-title":"Proc of the Thirtieth AAAI Conference on Artificial Intelligence"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2009.934790"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/72.963769"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2291240"},{"key":"ref22","article-title":"Estimation of Deep Neural Networks Capabilities Using Polynomial Approach","author":"rozycki","year":"2016","journal-title":"ICAISC"},{"journal-title":"Modeling interestingness with deep neural networks","year":"2015","author":"gao","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19324-3_11"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/INES.2016.7555141"},{"journal-title":"NNT - Neural Network Trainer","year":"0","author":"wilamowski","key":"ref26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2073482"}],"event":{"name":"IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society","start":{"date-parts":[[2018,10,21]]},"location":"Washington, DC","end":{"date-parts":[[2018,10,23]]}},"container-title":["IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8560606\/8591058\/08591593.pdf?arnumber=8591593","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T01:33:29Z","timestamp":1694568809000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8591593\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/iecon.2018.8591593","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}