{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,22]],"date-time":"2025-04-22T17:44:49Z","timestamp":1745343889315,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1109\/icassp.2016.7472157","type":"proceedings-article","created":{"date-parts":[[2016,6,24]],"date-time":"2016-06-24T01:58:30Z","timestamp":1466733510000},"page":"2647-2651","source":"Crossref","is-referenced-by-count":10,"title":["Ranking the parameters of deep neural networks using the fisher information"],"prefix":"10.1109","author":[{"given":"Ming","family":"Tu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Visar","family":"Berisha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin","family":"Woolf","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae-sun","family":"Seo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/3-540-44668-0_30","article-title":"Weight quantization for multi-layer perceptrons using soft weight sharing","author":"k6ksal","year":"2001","journal-title":"Artificial Neural NetworksI-CANN 2001"},{"key":"ref11","article-title":"Boundary contraction training for acoustic models based on discrete deep neural networks","author":"takeda","year":"2014","journal-title":"Proceedings of Interspeech"},{"key":"ref12","first-page":"662","article-title":"Accurate and compact large vocabulary speech recognition on mobile devices","author":"lei","year":"2013","journal-title":"INTER-SPEECH"},{"key":"ref13","article-title":"Improving the speed of neural networks on CPUs","volume":"1","author":"vanhoucke","year":"2011","journal-title":"Proc Deep Learning and Unsupervised Feature Learning NIPS Workshop"},{"key":"ref14","article-title":"Deep learning with limited numerical precision","author":"gupta","year":"2015","journal-title":"arXiv preprint arXiv 1502 01032"},{"key":"ref15","article-title":"Compressing deep convolutional networks using vector quantization","author":"gong","year":"2014","journal-title":"arXiv preprint arXiv 1412 6115"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2014.2378514"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2478\/v10175-010-0019-1"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1561\/0100000004","article-title":"Information theory and statistics: a tutorial","volume":"1","author":"csisz\u00e1r","year":"2004","journal-title":"Commu and Inform Theory"},{"key":"ref19","first-page":"1","article-title":"Em-pirically estimable classification bounds based on a nonparametric divergence measure","author":"berisha","year":"2015","journal-title":"Signal Processing IEEE Transactions on"},{"key":"ref4","article-title":"Learning and generalization","author":"rumelhart","year":"1988","journal-title":"IEEE International Conference on Neural Network-s (San Diego 1988)"},{"key":"ref3","first-page":"107","article-title":"Skeletoniza-tion: A technique for trimming the fat from a network via relevance assessment","author":"mozer","year":"1989","journal-title":"Advances in neural information processing systems"},{"key":"ref6","first-page":"164","article-title":"Second order derivatives for network pruning: Optimal Brain Surgeon","author":"hassibi","year":"1993","journal-title":"Advances in neural information processing systems"},{"key":"ref5","first-page":"598","article-title":"Opti-mal Brain Damage","author":"yann","year":"1990","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45683-X_20"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016548"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178919"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/72.248452"},{"article-title":"Quantization and pruning of multilayer perceptrons: Towards compact neural networks","year":"1997","author":"lundin","key":"ref9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344722"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-012-9220-6"}],"event":{"name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2016,3,20]]},"location":"Shanghai","end":{"date-parts":[[2016,3,25]]}},"container-title":["2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7465907\/7471614\/07472157.pdf?arnumber=7472157","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T17:00:15Z","timestamp":1498323615000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7472157\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/icassp.2016.7472157","relation":{},"subject":[],"published":{"date-parts":[[2016,3]]}}}