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Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
Authors:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Favorite  |  View/Download：5/0  |  Submit date：2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
基于多视图深度学习的神经信息编解码研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杜长德
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深度学习  神经编解码  生成式模型  多视图学习  贝叶斯方法  
Doubly Semi-supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文
, Shanghai, China, July 8-12, 2019
Authors:  Du Changde;  Du Changying;  He Huiguang
Adobe PDF(856Kb)  |  Favorite  |  View/Download：151/79  |  Submit date：2019/05/06
Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models 期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:  Du Changde;  Li Jinpeng;  Huang Lijie;  He Huiguang
Adobe PDF(497Kb)  |  Favorite  |  View/Download：132/46  |  Submit date：2019/05/06
Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks 会议论文
, Honolulu, HI, USA, 18-21 July 2018
Authors:  Ma, Xuelin;  Qiu, Shuang;  Du, Changde;  Xing, Jiezhen;  He, Huiguang
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Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data 会议论文
, Seoul, Republic of Korea, October 22--26, 2018
Authors:  Du Changde;  Du Changying;  Wang Hao;  Li Jinpeng;  Zheng Wei-Long;  Lu Bao-Liang;  He Huiguang
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Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
Authors:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
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Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
Sharing deep generative representation for perceived image reconstruction from human brain activity 会议论文
, Anchorage, Alaska, May 14, 2017 - May 19, 2017
Authors:  Du Changde;  Du Changying;  He Huiguang
Adobe PDF(531Kb)  |  Favorite  |  View/Download：50/13  |  Submit date：2019/05/05