{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T21:07:00Z","timestamp":1761599220072,"version":"3.37.3"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,6,6]],"date-time":"2021-06-06T00:00:00Z","timestamp":1622937600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,6]],"date-time":"2021-06-06T00:00:00Z","timestamp":1622937600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,6]],"date-time":"2021-06-06T00:00:00Z","timestamp":1622937600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,6,6]]},"DOI":"10.1109\/icassp39728.2021.9414497","type":"proceedings-article","created":{"date-parts":[[2021,5,13]],"date-time":"2021-05-13T19:53:45Z","timestamp":1620935625000},"page":"3155-3159","source":"Crossref","is-referenced-by-count":1,"title":["Information and Regularization in Restricted Boltzmann Machines"],"prefix":"10.1109","author":[{"given":"Matias","family":"Vera","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leonardo Rey","family":"Vega","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo","family":"Piantanida","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"ref11","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","volume":"15","author":"coates","year":"2011","journal-title":"Proceedings of Machine Learning Research (PMLR)"},{"key":"ref12","first-page":"1607","article-title":"Replicated softmax: an undirected topic model","author":"hinton","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-019-0545-1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_32"},{"key":"ref15","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"Journal of Machine Learning Research (JMLR)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-015-9491-9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7900005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-018-0081-4"},{"key":"ref4","first-page":"530","article-title":"Mutual information neural estimation","author":"belghazi","year":"2018","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ITW.2015.7133169"},{"key":"ref6","first-page":"194","article-title":"Information processing in dynamical systems: Foundations of harmony theory","author":"smolensky","year":"1986","journal-title":"Parallel Distributed Processing Explorations in the Microstructure of Cognition"},{"article-title":"On the estimation of information measures of continuous distributions","year":"2020","author":"pichler","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"ref2","first-page":"368","article-title":"The information bottleneck method","author":"tishby","year":"1999","journal-title":"Allerton Conf on Communication Control and Computing"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390224"},{"key":"ref1","article-title":"Auto-encoding variational bayes","author":"kingma","year":"2013","journal-title":"International Conference on Learning Representations (ICLR)"},{"key":"ref20","article-title":"Information perspective to probabilistic modeling: Boltzmann machines versus born machines","volume":"20","author":"melko","year":"2018","journal-title":"MDPI Entropy"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2018.8437679"},{"journal-title":"Elements of Information Theory (Wiley Series in Telecommunications and Signal Processing)","year":"2006","author":"cover","key":"ref21"},{"key":"ref24","article-title":"On contrastive divergence learning","author":"carreira-perpi\u00f1\u00e1n","year":"2005","journal-title":"Proceedings of the International Conference on Artificial Intelligence and Statistics AIS-TATS"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2002.11.026"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"}],"event":{"name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2021,6,6]]},"location":"Toronto, ON, Canada","end":{"date-parts":[[2021,6,11]]}},"container-title":["ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9413349\/9413350\/09414497.pdf?arnumber=9414497","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:41:02Z","timestamp":1652197262000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9414497\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,6]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icassp39728.2021.9414497","relation":{},"subject":[],"published":{"date-parts":[[2021,6,6]]}}}