{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T01:44:11Z","timestamp":1729647851781,"version":"3.28.0"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1109\/samos.2016.7818349","type":"proceedings-article","created":{"date-parts":[[2017,1,19]],"date-time":"2017-01-19T21:30:13Z","timestamp":1484861413000},"page":"202-210","source":"Crossref","is-referenced-by-count":0,"title":["On the modeling of error functions as high dimensional landscapes for weight initialization in learning networks"],"prefix":"10.1109","author":[{"family":"Julius","sequence":"first","affiliation":[]},{"given":"Gopinath","family":"Mahale","sequence":"additional","affiliation":[]},{"given":"T.","family":"Sumana","sequence":"additional","affiliation":[]},{"given":"C. S.","family":"Adityakrishna","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Lecture notes ICTS","year":"2012","author":"majumdar","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02100489"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.109.167203"},{"journal-title":"Random Matrices","year":"2004","author":"mehta","key":"ref13"},{"key":"ref14","article-title":"Fitnets: Hints for thin deep nets","volume":"abs 1412 6550","author":"romero","year":"2014","journal-title":"CoRR"},{"key":"ref15","first-page":"2368","article-title":"Training very deep networks","volume":"28","author":"srivastava","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref16","first-page":"153","volume":"19","author":"bengio","year":"2007","journal-title":"Advances in neural information processing systems"},{"year":"0","key":"ref17","article-title":"Explorations on high dimensional landscapes"},{"article-title":"Deep learning via hessian-free optimization","year":"0","author":"martens","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2539164"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref3","first-page":"21","article-title":"Improving the learning speed of 2-layer neural networks by choosing","author":"nguyen","year":"1990","journal-title":"Initial Values of the Adaptive Weights International Joint Conference of Neural Networks"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"year":"0","key":"ref5","article-title":"Neural network toolbox"},{"key":"ref8","first-page":"91","article-title":"Advances in Applied Mathematics, Modeling, and Computational Science","author":"edelman","year":"2013","journal-title":"ch Random Matrix Theory and Its Innovative Applications"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488598000094"},{"key":"ref2","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"2010","journal-title":"Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS10) Society for Artificial Intelligence and Statistics"},{"key":"ref1","article-title":"All you need is a good init","volume":"abs 1511 6422","author":"mishkin","year":"2015","journal-title":"CoRR"},{"journal-title":"Oak Ridge National Laboratory 1957","year":"0","key":"ref9"},{"year":"0","key":"ref20","article-title":"A bried introduction to the conjugate gradient method"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2007.95"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"}],"event":{"name":"2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)","start":{"date-parts":[[2016,7,17]]},"location":"Agios Konstantinos, Samos Island, Greece","end":{"date-parts":[[2016,7,21]]}},"container-title":["2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7803477\/7818316\/07818349.pdf?arnumber=7818349","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,12,13]],"date-time":"2017-12-13T15:20:09Z","timestamp":1513178409000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7818349\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/samos.2016.7818349","relation":{},"subject":[],"published":{"date-parts":[[2016,7]]}}}