{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T19:21:16Z","timestamp":1776885676907,"version":"3.51.2"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003246","name":"Netherlands Organisation for Scientific Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003246","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010663","name":"European Research Council","doi-asserted-by":"publisher","award":["757791"],"award-info":[{"award-number":["757791"]}],"id":[{"id":"10.13039\/100010663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1109\/ecoc48923.2020.9333265","type":"proceedings-article","created":{"date-parts":[[2021,3,24]],"date-time":"2021-03-24T18:34:02Z","timestamp":1616610842000},"page":"1-4","source":"Crossref","is-referenced-by-count":10,"title":["End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends"],"prefix":"10.1109","author":[{"given":"Boris","family":"Karanov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vinicius","family":"Oliari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mathieu","family":"Chagnon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriele","family":"Liga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alex","family":"Alvarado","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vahid","family":"Aref","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Domanic","family":"Lavery","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Polina","family":"Bayvel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laurent","family":"Schmalen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC.2018.8535165"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2019.8919850"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","article-title":"Learning representations by back-propagating errors","volume":"323","author":"rumelhart","year":"1986","journal-title":"Nature"},{"key":"ref13","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1364\/OFC.2020.Th2A.48"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2012.112012.122083"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC.2018.8535453"},{"key":"ref17","first-page":"1","article-title":"End-to-end learning for GMI optimized geometric constellation shape","author":"jones","year":"0","journal-title":"45th European Conference on Optical Communication (ECOC 2019)"},{"key":"ref18","first-page":"1","article-title":"End-to-end learning of geometrical shaping maximizing generalized mutual information","author":"g\u00fcm\u00fc?","year":"0","journal-title":"2020 Optical Fiber Communications Conference and Exhibition (OFC)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/0723033"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2019.2897313"},{"key":"ref27","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0","journal-title":"Proc of International Conference for Learning Representations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2784180"},{"key":"ref6","first-page":"1","article-title":"End-to-end learning in optical fiber communications: Concept and transceiver design","author":"karanov","year":"0","journal-title":"Eur Conf Optical Communication (ECOC)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.3002915"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2018.2865109"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1364\/OE.27.019650"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref9","first-page":"1","article-title":"Experimental investigation of deep learning for digital signal processing in short reach optical fiber communications","author":"karanov","year":"0","journal-title":"Proc of IEEE International Workshop on Signal Processing Systems (SiPS)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2016.7886039"},{"key":"ref20","author":"uhlemann","year":"2020","journal-title":"Deep-learning autoencoder for coherent and nonlinear optical communication"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps45667.2019.9024567"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2020.3033624"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2015.2510034"},{"key":"ref23","author":"aoudia","year":"2020","journal-title":"Joint learning of probabilistic and geometric shaping for coded modulation systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1364\/OFC.2018.M3C.4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2014.6875343"}],"event":{"name":"2020 European Conference on Optical Communications (ECOC)","location":"Brussels, Belgium","start":{"date-parts":[[2020,12,6]]},"end":{"date-parts":[[2020,12,10]]}},"container-title":["2020 European Conference on Optical Communications (ECOC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9332916\/9333039\/09333265.pdf?arnumber=9333265","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:45:26Z","timestamp":1656344726000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9333265\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/ecoc48923.2020.9333265","relation":{},"subject":[],"published":{"date-parts":[[2020,12]]}}}