{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T02:18:10Z","timestamp":1730254690450,"version":"3.28.0"},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/icpr.2018.8546084","type":"proceedings-article","created":{"date-parts":[[2018,11,29]],"date-time":"2018-11-29T19:17:38Z","timestamp":1543519058000},"page":"1378-1383","source":"Crossref","is-referenced-by-count":0,"title":["Dynamic Learning Rate for Neural Networks: A Fixed-Time Stability Approach"],"prefix":"10.1109","author":[{"given":"Rodrigo","family":"Aldana","sequence":"first","affiliation":[]},{"given":"Leobardo","family":"Campos-Macias","sequence":"additional","affiliation":[]},{"given":"Julio","family":"Zamora","sequence":"additional","affiliation":[]},{"given":"David","family":"Gomez-Gutierrez","sequence":"additional","affiliation":[]},{"given":"Adan","family":"Cruz","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"duchi","year":"2011","journal-title":"J Mach Learn Res"},{"journal-title":"Rmsprop Divide the gradient by a running average of its recent magnitude","year":"2012","author":"hinton","key":"ref11"},{"key":"ref12","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref13","article-title":"Improving stochastic gradient descent with feedback","author":"koushik","year":"2017","journal-title":"ICLR 2017"},{"key":"ref14","first-page":"1223","article-title":"Large scale distributed deep networks","volume":"25","author":"dean","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2011.2179869"},{"key":"ref16","volume":"3","author":"khalil","year":"2002","journal-title":"Nonlinear Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1115\/DETC2002\/DAC-34129"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2008.2007257"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IRI.2016.82"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref8","article-title":"ADADELTA: an adaptive learning rate method","volume":"absi1212 5701","author":"zeiler","year":"2012","journal-title":"CoRR"},{"journal-title":"The Loss Surfaces of Multilayer Networks","year":"2015","author":"choromanska","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISM.2016.0048"},{"key":"ref1","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proceedings of the 25th International Conference on Neural Information Processing Systems-Volume 1 ser NIPS’ 12"},{"key":"ref9","article-title":"Identifying and attacking the saddle point problem in high-dimensional non-convex optimization","volume":"absi1406 2572","author":"dauphin","year":"2014","journal-title":"CoRR"}],"event":{"name":"2018 24th International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2018,8,20]]},"location":"Beijing","end":{"date-parts":[[2018,8,24]]}},"container-title":["2018 24th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8527858\/8545020\/08546084.pdf?arnumber=8546084","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T11:53:52Z","timestamp":1643284432000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8546084\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/icpr.2018.8546084","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}