{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T05:36:25Z","timestamp":1769060185068,"version":"3.49.0"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,18]]},"DOI":"10.1109\/ijcnn52387.2021.9533542","type":"proceedings-article","created":{"date-parts":[[2021,9,20]],"date-time":"2021-09-20T21:27:41Z","timestamp":1632173261000},"page":"1-7","source":"Crossref","is-referenced-by-count":11,"title":["Automatic Sleep Stage Identification with Time Distributed Convolutional Neural Network"],"prefix":"10.1109","author":[{"given":"Micheal","family":"Dutt","sequence":"first","affiliation":[]},{"given":"Morten","family":"Goodwin","sequence":"additional","affiliation":[]},{"given":"Christian W.","family":"Omlin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","article-title":"Automatic sleep stage scoring with single-channel EEG using convolutional neural networks","author":"tsinalis","year":"2016","journal-title":"ArXiv Preprint"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-015-1444-y"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2014.00263"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1159\/000118923"},{"key":"ref31","author":"altevogt","year":"2006","journal-title":"Sleep Disorders and Sleep Deprivation An Unmet Public Health Problem"},{"key":"ref30","author":"mansar","year":"2018","journal-title":"EEG _classification"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512214"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512480"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2018.8512286"},{"key":"ref34","first-page":"74","article-title":"Interrater reliability for sleep scoring according to the Rechtschaffen & Kales and the new AASM standard","volume":"18 1","author":"fe","year":"2009","journal-title":"Journal of Sleep Research"},{"key":"ref10","first-page":"1310","article-title":"Dislocated time series convolutional neural architecture: An intelligent fault diagnosis approach for electric machine","volume":"13 3","author":"liu","year":"2016","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2012.06.021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24412-4_3"},{"key":"ref13","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref14","article-title":"Unsupervised feature learning for audio classification using convolutional deep belief networks","author":"lee","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995496"},{"key":"ref16","article-title":"Building Machine Learning System with Deep Neural Network for Text Processing","author":"singh","year":"2017","journal-title":"International Conference on Information and Communication Technology for Intelligent Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2303991"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.07.004"},{"key":"ref19","first-page":"1201","article-title":"A state space and density estimation framework for sleep staging in obstructive sleep apnea","volume":"65 6","author":"kang","year":"2017","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2017.12.001"},{"key":"ref4","article-title":"Metric learning for automatic sleep stage classification","author":"phan","year":"0","journal-title":"2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) IEEE"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2012.09.012"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(96)95636-9"},{"key":"ref29","first-page":"215e","article-title":"Physio Bank, Physio Toolkit, and PhysioNet: components of a new research resource for complex physiologic signals","volume":"101 23","author":"goldberger","year":"2000","journal-title":"Circulation"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2008.07.005"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-4825(01)00031-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-4927(00)00052-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2011.06.004"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/10.966601"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.06.023"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2799059"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.12.004"},{"key":"ref21","first-page":"84","article-title":"A novel multi-class EEG-based sleep stage classification system","volume":"26 1","author":"memar","year":"2017","journal-title":"IEEE Transactions on Neural Systems and Rehabilitation Engineering"},{"key":"ref24","first-page":"1285","article-title":"Joint classification and prediction CNN framework for automatic sleep stage classification","volume":"66 5","author":"phan","year":"2018","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318378"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2896659"},{"key":"ref25","article-title":"Personalizing deep learning models for automatic sleep staging","author":"mikkelsen","year":"2018","journal-title":"ArXiv Preprint"}],"event":{"name":"2021 International Joint Conference on Neural Networks (IJCNN)","location":"Shenzhen, China","start":{"date-parts":[[2021,7,18]]},"end":{"date-parts":[[2021,7,22]]}},"container-title":["2021 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9533266\/9533267\/09533542.pdf?arnumber=9533542","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:45:52Z","timestamp":1652197552000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9533542\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,18]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/ijcnn52387.2021.9533542","relation":{},"subject":[],"published":{"date-parts":[[2021,7,18]]}}}