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Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 1-17
作者:  Du CD(杜长德);  Fu KC(付铠成);  Li JP(李劲鹏);  He HG(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载：389/67  |  提交时间：2023/05/05
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：261/66  |  提交时间：2022/12/27
Decoding  Brain modeling  Functional magnetic resonance imaging  Predictive models  Emotion recognition  Dimensionality reduction  Pattern recognition  Fine-grained emotion decoding  multi-label learning  multi-view learning  product of experts (PoEs)  variational autoencoder  
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:  Hong,Bei;  Liu,Jing;  Zhai,Hao;  Liu,Jiazheng;  Shen,Lijun;  Chen,Xi;  Xie,Qiwei;  Han,Hua
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：313/78  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
Neural Mechanism of Noise Affecting Face Recognition 期刊论文
NEUROSCIENCE, 2021, 卷号: 468, 页码: 211-219
作者:  Li, Wenlu;  Li, Jin;  Cao, Dan;  Luo, Na;  Jiang, Tianzi
Adobe PDF(1980Kb)  |  收藏  |  浏览/下载：243/55  |  提交时间：2021/11/02
high gamma power  sigmoid  fusiform gyrus  ECoG  
Sparse self-attention aggregation networks for neural sequence slice interpolation 期刊论文
BioData Mining, 2021, 卷号: 14, 期号: 1, 页码: 19
作者:  Wang, Zejin;  Liu, Jing;  Chen, Xi;  Li, Guoqing;  Han, Hua
Adobe PDF(5022Kb)  |  收藏  |  浏览/下载：276/38  |  提交时间：2021/02/18
Slice interpolation  Biological tissue recovery  EM images  Sparse self-attention network  Adaptive style-balance loss  
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
作者:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：446/128  |  提交时间：2021/01/06
EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
Electroconvulsive therapy treatment responsive multimodal brain networks 期刊论文
HUMAN BRAIN MAPPING, 2020, 卷号: 41, 期号: 7, 页码: 11
作者:  Qi, Shile;  Abbott, Christopher C.;  Narr, Katherine L.;  Jiang, Rongtao;  Upston, Joel;  McClintock, Shawn M.;  Espinoza, Randall;  Jones, Tom;  Zhi, Dongmei;  Sun, Hailun;  Yang, Xiao;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(3505Kb)  |  收藏  |  浏览/下载：331/21  |  提交时间：2020/03/30
depressive episodes  electroconvulsive therapy  multimodal fusion  treatment response  
Age-related structural and functional variations in 5,967 individuals across the adult lifespan 期刊论文
Human Brain Mapping, 2020, 卷号: 41, 期号: 7, 页码: 1725-1737
作者:  Luo, Na;  Sui, Jing;  Anees Abrol;  Lin, Dongdong;  Chen, Jiayu;  Victor M. Vergara;  Fu, Zening;  Du, Yuhui;  Eswar Damaraju;  Xu, Yong;  Jessica A. Turner;  Vince D. Calhoun
浏览  |  Adobe PDF(3996Kb)  |  收藏  |  浏览/下载：444/167  |  提交时间：2020/01/14
adult lifespan, age-related variations, functional network connectivity, independent component analysis, multivariate linear regression model, structural network correlation  
Genetic influences on cortical myelination in the human brain 期刊论文
GENES BRAIN AND BEHAVIOR, 2019, 卷号: 18, 期号: 4, 页码: 7
作者:  Liu, Shu;  Li, Ang;  Zhu, Meifang;  Li, Jin;  Liu, Bing
Adobe PDF(625Kb)  |  收藏  |  浏览/下载：316/114  |  提交时间：2019/05/05
Allen Brain Institute  cerebral cortex  gene expression  genetics  heritability  Human Connectome Project  imaging  myelin map  myelination  structural MRI  
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9, 期号: 1, 页码: 11
作者:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Adobe PDF(2635Kb)  |  收藏  |  浏览/下载：335/16  |  提交时间：2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging