{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,18]],"date-time":"2026-09-18T04:15:21Z","timestamp":1789704921906,"version":"4.0.1"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Major Program Project of Xiangjiang Laboratory","award":["22XJ01010"],"award-info":[{"award-number":["22XJ01010"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61973047"],"award-info":[{"award-number":["61973047"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42171458"],"award-info":[{"award-number":["42171458"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Computing Resources at the High-Performance Computing Platform of Central South University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/tnnls.2023.3294495","type":"journal-article","created":{"date-parts":[[2023,7,28]],"date-time":"2023-07-28T13:34:15Z","timestamp":1690551255000},"page":"16439-16452","source":"Crossref","is-referenced-by-count":24,"title":["Lifelong Learning With Cycle Memory Networks"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1820-4015","authenticated-orcid":false,"given":"Jian","family":"Peng","sequence":"first","affiliation":[{"name":"Department of Precision Instrument, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dingqi","family":"Ye","sequence":"additional","affiliation":[{"name":"Xiangjiang Laboratory, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5708-766X","authenticated-orcid":false,"given":"Bo","family":"Tang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6856-3342","authenticated-orcid":false,"given":"Yinjie","family":"Lei","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Sichuan University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0016-2902","authenticated-orcid":false,"given":"Yu","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Earth and Space Sciences, Peking University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1173-6593","authenticated-orcid":false,"given":"Haifeng","family":"Li","sequence":"additional","affiliation":[{"name":"Xiangjiang Laboratory, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2020.09.004"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.01.012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2200\/s00832ed1v01y201802aim037"},{"key":"ref4","first-page":"6467","article-title":"Gradient episodic memory for continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lopez-Paz"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/s0079-7421(08)60536-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref7","article-title":"A comprehensive, application-oriented study of catastrophic forgetting in DNNs","author":"Pf\u00fclb","year":"2019","journal-title":"arXiv:1905.08101"},{"key":"ref8","article-title":"Improving and understanding variational continual learning","author":"Swaroop","year":"2019","journal-title":"arXiv:1905.02099"},{"key":"ref9","first-page":"4528","article-title":"Progress & compress: A scalable framework for continual learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Schwarz"},{"key":"ref10","article-title":"Towards robust evaluations of continual learning","author":"Farquhar","year":"2018","journal-title":"arXiv:1805.09733"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_9"},{"key":"ref12","first-page":"1","article-title":"An empirical investigation of catastrophic forgetting in gradient-based neural networks","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Goodfellow"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ANNES.1993.323080"},{"key":"ref14","article-title":"Progressive neural networks","author":"Rusu","year":"2016","journal-title":"arXiv:1606.04671"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00387"},{"key":"ref16","article-title":"Selfless sequential learning","author":"Aljundi","year":"2018","journal-title":"arXiv:1806.05421"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref18","first-page":"22379","article-title":"AFEC: Active forgetting of negative transfer in continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Wang"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.39"},{"key":"ref20","first-page":"1","article-title":"Catastrophic forgetting meets negative transfer: Batch spectral shrinkage for safe transfer learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Chen"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-5371(63)80045-6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.102.3.419"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2011.08.032"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2015.09.004"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4328(99)00036-4"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/0749-596X(91)90032-F"},{"key":"ref27","article-title":"Continual learning in reinforcement environments","author":"Ring","year":"1994"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/09540099550039318"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref30","article-title":"Gradient based sample selection for online continual learning","author":"Aljundi","year":"2019","journal-title":"arXiv:1903.08671"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00812"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16861"},{"key":"ref33","article-title":"Learning to learn without forgetting by maximizing transfer and minimizing interference","author":"Riemer","year":"2018","journal-title":"arXiv:1810.11910"},{"key":"ref34","article-title":"Efficient lifelong learning with A-GEM","author":"Chaudhry","year":"2018","journal-title":"arXiv:1812.00420"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00701"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00581"},{"key":"ref37","article-title":"PathNet: Evolution channels gradient descent in super neural networks","author":"Fernando","year":"2017","journal-title":"arXiv:1701.08734"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00810"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1803839115"},{"key":"ref40","first-page":"4548","article-title":"Overcoming catastrophic forgetting with hard attention to the task","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Serra"},{"key":"ref41","first-page":"1","article-title":"Continual learning with hypernetworks","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"von Oswald"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00257"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01503"},{"key":"ref44","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zenke"},{"key":"ref45","article-title":"Continual deep learning by functional regularisation of memorable past","author":"Pan","year":"2020","journal-title":"arXiv:2004.14070"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0080-x"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00951"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00528"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01560"},{"key":"ref51","first-page":"18493","article-title":"Continual learning of a mixed sequence of similar and dissimilar tasks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Ke"},{"key":"ref52","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume-title":"Advances in Neural Information Processing Systems","volume":"27","author":"Yosinski","year":"2014"},{"key":"ref53","article-title":"Random path selection for continual learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Rajasegaran"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1038\/s41539-019-0048-y"},{"key":"ref55","first-page":"16481","article-title":"GAN memory with no forgetting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Cong"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01158"},{"key":"ref58","first-page":"1","article-title":"Lifelong learning with dynamically expandable networks","volume-title":"Proc. ICLR","author":"Yoon"},{"key":"ref59","first-page":"3925","article-title":"Learn to grow: A continual structure learning framework for overcoming catastrophic forgetting","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Li"},{"key":"ref60","first-page":"1","article-title":"FearNet: Brain-inspired model for incremental learning","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Kemker"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01155"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref64","first-page":"7","volume-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref65","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","volume-title":"Proc. 14th Int. Conf. Artif. Intell. Statist.","author":"Coates"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.79"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref69","article-title":"Continual learning with deep generative replay","author":"Shin","year":"2017","journal-title":"arXiv:1705.08690"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10737991\/10197260.pdf?arnumber=10197260","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T18:44:46Z","timestamp":1767206686000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10197260\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":70,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2023.3294495","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}