{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T14:59:16Z","timestamp":1787237956538,"version":"3.56.0"},"reference-count":45,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:00:00Z","timestamp":1626048000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["MLWiNS-2003002"],"award-info":[{"award-number":["MLWiNS-2003002"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,12]]},"DOI":"10.1109\/isit45174.2021.9517797","type":"proceedings-article","created":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T16:52:42Z","timestamp":1630515162000},"page":"2429-2434","source":"Crossref","is-referenced-by-count":9,"title":["Analog Joint Source-Channel Coding for Distributed Functional Compression using Deep Neural Networks"],"prefix":"10.1109","author":[{"given":"Yashas Malur","family":"Saidutta","sequence":"first","affiliation":[{"name":"Georgia Institute of Technology,Dept. of Electrical and Computer Engineering,Atlanta,Georgia,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Afshin","family":"Abdi","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,Dept. of Electrical and Computer Engineering,Atlanta,Georgia,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Faramarz","family":"Fekri","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,Dept. of Electrical and Computer Engineering,Atlanta,Georgia,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2020.2986467"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3320060"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/e21121181"},{"key":"ref32","article-title":"Deep variational information bottleneck","author":"alemi","year":"2016","journal-title":"ArXiv Preprint"},{"key":"ref31","article-title":"The information bottleneck method","author":"tishby","year":"2000","journal-title":"Arxiv Preprint Physics\/0004057"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288527"},{"key":"ref37","article-title":"Poseidon: A system architecture for efficient gpu-based deep learning on multiple machines","author":"zhang","year":"2015","journal-title":"ArXiv Preprint"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2928806"},{"key":"ref35","first-page":"1","article-title":"Distributed deep variational information bottleneck","author":"zaidi","year":"0","journal-title":"2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) IEEE"},{"key":"ref34","article-title":"Distributed information bottleneck method for discrete and gaussian sources","author":"aguerri","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref10","first-page":"1","article-title":"Vae for joint source-channel coding of distributed gaussian sources over awgn mac","author":"saidutta","year":"0","journal-title":"2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) IEEE"},{"key":"ref40","author":"cover","year":"1999","journal-title":"Elements of Information Theory"},{"key":"ref11","first-page":"5070","article-title":"Deep joint sourcechannel coding for wireless image retrieval","author":"jankowski","year":"0","journal-title":"ICASSP 2020&#x2013;2020 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP) IEEE"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3036955"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC48557.2020.9154306"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/18.490552"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/18.623151"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2004.1365154"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/18.669162"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2015.2499179"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2020.2972348"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2272921"},{"key":"ref4","first-page":"514","article-title":"Joint source-channel coding of gaussian sources over awgn channels via manifold variational autoen-coders","author":"saidutta","year":"0","journal-title":"2019 57th Annual Allerton Conference on Communication Control and Computing (Allerton) IEEE"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICSENS.2014.6985230"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2919300"},{"key":"ref6","first-page":"1","article-title":"Variable length joint sourcechannel coding of text using deep neural networks","author":"rao","year":"0","journal-title":"2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) IEEE"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2013.072913.120815"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DCC.2019.00057"},{"key":"ref8","first-page":"1182","article-title":"Neural joint source-channel coding","author":"choi","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2019.8849476"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2649567"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3078489"},{"key":"ref1","article-title":"Iot platforms: enabling the internet of things","author":"lucero","year":"2016","journal-title":"White Paper"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/DCC.2007.34"},{"key":"ref45","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2332464"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2050835"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1980.1056251"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130406"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1962.1057738"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2009.2032853"},{"key":"ref44","author":"krizhevsky","year":"2009","journal-title":"Learning multiple layers of features from tiny images"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.904785"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2897842"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2090225"}],"event":{"name":"2021 IEEE International Symposium on Information Theory (ISIT)","location":"Melbourne, Australia","start":{"date-parts":[[2021,7,12]]},"end":{"date-parts":[[2021,7,20]]}},"container-title":["2021 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9517708\/9517709\/09517797.pdf?arnumber=9517797","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:35:49Z","timestamp":1773347749000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9517797\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,12]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/isit45174.2021.9517797","relation":{},"subject":[],"published":{"date-parts":[[2021,7,12]]}}}