{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T04:03:07Z","timestamp":1749787387018,"version":"3.41.0"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1109\/ijcnn.2016.7727392","type":"proceedings-article","created":{"date-parts":[[2016,11,8]],"date-time":"2016-11-08T21:15:56Z","timestamp":1478639756000},"page":"1625-1632","source":"Crossref","is-referenced-by-count":2,"title":["Assessing diffusion of spatial features in Deep Belief Networks"],"prefix":"10.1109","author":[{"given":"Hasari","family":"Tosun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ben","family":"Mitchell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Sheppard","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.1002\/9781119115151","author":"cressie","year":"1993","journal-title":"Statistics for Spatial Data"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553453"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273596"},{"key":"ref30","first-page":"463","article-title":"Classification of sets using restricted Boltzmann machines","author":"louradour","year":"2011","journal-title":"Uncertainty in Artificial Intelligence"},{"article-title":"The MNIST database of handwritten digits","year":"0","author":"lecun","key":"ref34"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315150"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34481-7_42"},{"key":"ref13","first-page":"625","article-title":"Why does unsupervised pre-training help deep learning?","volume":"11","author":"erhan","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2012.34"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.1998.685873"},{"key":"ref16","article-title":"The HTM Learning Algorithm","author":"george","year":"2007","journal-title":"Numenta Inc www numenta com March 2007"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/j.1756-8765.2010.01109.x"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref19","first-page":"448","article-title":"Deep Boltzmann machines","author":"salakhutdinov","year":"2009","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref28","first-page":"679","article-title":"Training restricted Boltzmann machines on word observations","author":"dahl","year":"2012","journal-title":"Proceedings of the 29th International Conference on Machine Learning"},{"key":"ref4","first-page":"85","article-title":"Visualizing data using t-sne","volume":"9","author":"van","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390290"},{"key":"ref3","article-title":"Fast classification under bounded compu-tational resources using partitioned-rbms","author":"tosun","year":"2016","journal-title":"to appear in InternationalJoint Conference on Neural Networks (IJCNN)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref29","first-page":"536","article-title":"Classification using discriminative re-stricted Boltzmann machines","author":"larochelle","year":"2008","journal-title":"Proceedings of the 25th International Conference on Machine Learning"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/BF00344251"},{"key":"ref8","first-page":"153","article-title":"Greedy layer-wise training of deep belief networks","author":"bengio","year":"2007","journal-title":"Advances in Neural Information Processing Systems 19 (NIPS &#x2018;06)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44845-8_13"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280484"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref22","first-page":"1","article-title":"Exploring strategies for training deep neural networks","volume":"10","author":"larochelle","year":"2009","journal-title":"The Journal of Machine Learning Research"},{"key":"ref21","first-page":"153","article-title":"Greedy layer-wise training of deep networks","volume":"19","author":"bengio","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref24","first-page":"194","article-title":"Information processing in dynamical systems: Foundations of harmony theory","volume":"1","author":"smolensky","year":"1986","journal-title":"Parallel Distributed Processing Explo-rations in the Microstructure of Cognition"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/381607a0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128018"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511984556"}],"event":{"name":"2016 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2016,7,24]]},"location":"Vancouver, BC, Canada","end":{"date-parts":[[2016,7,29]]}},"container-title":["2016 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7593175\/7726591\/07727392.pdf?arnumber=7727392","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T05:01:37Z","timestamp":1749704497000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7727392\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2016.7727392","relation":{},"subject":[],"published":{"date-parts":[[2016,7]]}}}