{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T20:27:11Z","timestamp":1775593631190,"version":"3.50.1"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China\/Research Grants Council (RGC) Joint Research Scheme","doi-asserted-by":"publisher","award":["62321166652"],"award-info":[{"award-number":["62321166652"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014219","name":"National Science Fund for Distinguished Young Scholars","doi-asserted-by":"publisher","award":["62025201"],"award-info":[{"award-number":["62025201"]}],"id":[{"id":"10.13039\/501100014219","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100019091","name":"Key Research and Development Program of Hunan Province of China","doi-asserted-by":"publisher","award":["2023GK2001"],"award-info":[{"award-number":["2023GK2001"]}],"id":[{"id":"10.13039\/501100019091","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2024JJ3014"],"award-info":[{"award-number":["2024JJ3014"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tnnls.2024.3383392","type":"journal-article","created":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T19:43:16Z","timestamp":1714506196000},"page":"5388-5402","source":"Crossref","is-referenced-by-count":11,"title":["Neural Network Compression Based on Tensor Ring Decomposition"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2163-2723","authenticated-orcid":false,"given":"Kun","family":"Xie","sequence":"first","affiliation":[{"name":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1819-8249","authenticated-orcid":false,"given":"Can","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8639-3818","authenticated-orcid":false,"given":"Xin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, The State University of New York at Stony Brook, Stony Brook, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5957-4901","authenticated-orcid":false,"given":"Xiaocan","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4964-1135","authenticated-orcid":false,"given":"Gaogang","family":"Xie","sequence":"additional","affiliation":[{"name":"Institute of Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7363-881X","authenticated-orcid":false,"given":"Jigang","family":"Wen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Hunan University of Science and Technology, Xiangtan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2635-7716","authenticated-orcid":false,"given":"Kenli","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Electronics Engineering, Hunan University, Changsha, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref3","first-page":"356","article-title":"Topic compositional neural language model","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Wang"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref5","first-page":"3891","article-title":"Tensor-train recurrent neural networks for video classification","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yang"},{"key":"ref6","first-page":"2148","article-title":"Predicting parameters in deep learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"26","author":"Denil"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638949"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2786469"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21437\/interspeech.2013-552"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2502579"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3066410"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2886192"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3093795"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3047003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00807"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3120871"},{"key":"ref18","article-title":"Speeding-up convolutional neural networks using fine-tuned CPdecomposition","author":"Lebedev","year":"2014","journal-title":"arXiv:1412.6553"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2819504"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2023.3332784"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2017.2761704"},{"key":"ref23","article-title":"Tensor ring decomposition","author":"Zhao","year":"2016","journal-title":"arXiv:1606.05535"},{"key":"ref24","first-page":"1269","article-title":"Exploiting linear structure within convolutional networks for efficient evaluation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Denton"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.10.021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1247480.1247647"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/090752286"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/SAMPTA.2017.8024476"},{"key":"ref29","article-title":"Compression of deep convolutional neural networks for fast and low power mobile applications","author":"Kim","year":"2015","journal-title":"arXiv:1511.06530"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108171"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01053"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.09.006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3105961"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3241193"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2023.3267065"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3238285"},{"key":"ref37","article-title":"Tensorizing neural networks","author":"Novikov","year":"2015","journal-title":"arXiv:1509.06569"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2297439"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682231"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3062195"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.607"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00972"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3106654"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019151"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2946050"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref47","volume-title":"LeNet-5, Convolutional Neural Networks","author":"LeCun","year":"2015"},{"key":"ref48","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref49","volume-title":"MNIST Handwritten Digit Database","author":"LeCun","year":"2010"},{"key":"ref50","article-title":"Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017","journal-title":"arXiv:1708.07747"},{"key":"ref51","volume-title":"Learning Multiple Layers of Features From Tiny Images","author":"Krizhevsky","year":"2009"},{"key":"ref52","article-title":"Ultimate tensorization: Compressing convolutional and FC layers alike","author":"Garipov","year":"2016","journal-title":"arXiv:1611.03214"},{"key":"ref53","article-title":"TensorFlow: Large-scale machine learning on heterogeneous distributed systems","author":"Abadi","year":"2016","journal-title":"arXiv:1603.04467"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3045828"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3093239"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3132413"},{"key":"ref57","article-title":"Rethinking the inception architecture for computer vision","author":"Szegedy","year":"2015","journal-title":"arXiv:1512.00567"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_8"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298681"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10908444\/10510501.pdf?arnumber=10510501","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T18:39:51Z","timestamp":1741027191000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10510501\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":59,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2024.3383392","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}