{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T23:58:09Z","timestamp":1780444689563,"version":"3.54.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/thms.2024.3407875","type":"journal-article","created":{"date-parts":[[2024,9,18]],"date-time":"2024-09-18T17:59:38Z","timestamp":1726682378000},"page":"711-722","source":"Crossref","is-referenced-by-count":58,"title":["Reconstructing Visual Stimulus Representation From EEG Signals Based on Deep Visual Representation Model"],"prefix":"10.1109","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0390-6188","authenticated-orcid":false,"given":"Hongguang","family":"Pan","sequence":"first","affiliation":[{"name":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhuoyi","family":"Li","sequence":"additional","affiliation":[{"name":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunpeng","family":"Fu","sequence":"additional","affiliation":[{"name":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuebin","family":"Qin","sequence":"additional","affiliation":[{"name":"College of Electrical and Control Engineering, Xi&#x0027;an University of Science and Technology, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4143-9955","authenticated-orcid":false,"given":"Jianchen","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.01.033"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2020.3047597"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3100700"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2018.1445068"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nature15692"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7695-0"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-019-0438-y"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3016666"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.07.043"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/thms.2021.3138677"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065714500191"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.074"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.117602"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2882456"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3028167"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.11.003"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-0020-2_27"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.125"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.479"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3127907"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1493847"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2019.101730"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1115\/1.4052167"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096587"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-08178-1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-48114-6"},{"key":"ref27","article-title":"Seeing through the brain: Image reconstruction of visual perception from human brain signals","author":"Lan","year":"2023"},{"key":"ref28","first-page":"1278","article-title":"Stochastic backpropagation and approximate inference in deep generative models","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Rezende","year":"2014"},{"key":"ref29","article-title":"Auto-encoding variational Bayes","author":"Kingma","year":"2013"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"issue":"2","key":"ref31","article-title":"FMRI brain decoding and its applications in brain-computer interface: A survey","volume-title":"Brain Sci.","volume":"12","author":"Du","year":"2022"},{"issue":"9","key":"ref32","first-page":"2323","article-title":"Perception-to-image: Reconstructing natural images from the brain activity of visual perception","volume-title":"Ann. Biomed. Eng.","volume":"48","author":"Huang","year":"2020"},{"key":"ref33","first-page":"3745","article-title":"Ladder variational autoencoders","volume-title":"Proc. 30th Int. Conf. Neural Inf. Process. Syst.","author":"Snderby","year":"2016"},{"key":"ref34","first-page":"3581","article-title":"Semi-supervised learning with deep generative models","volume-title":"Proc. 27th Int. Conf. Neural Inf. Process. Syst.","author":"Kingma","year":"2014"},{"key":"ref35","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00296-0_5"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2012.6263880"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2006.03.001"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221037\/10766051\/10683806.pdf?arnumber=10683806","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T20:07:27Z","timestamp":1736971647000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10683806\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":39,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/thms.2024.3407875","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"value":"2168-2291","type":"print"},{"value":"2168-2305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}