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Individualized brain mapping for navigated neuromodulation 期刊论文
Chinese Medical Journal, 2024, 卷号: 137, 期号: 5, 页码: 508-523
作者:  Chaohong Gao;  Xia Wu;  Xinle Cheng;  Kristoffer Hougaard Madsen;  Congying Chu;  Zhengyi Yang;  Lingzhong Fan
Adobe PDF(6810Kb)  |  收藏  |  浏览/下载：6/4  |  提交时间：2024/05/28
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载：18/1  |  提交时间：2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 154-165
作者:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang;  Chen, Xun;  Chen, C. L. Philip;  Wan, Feng
收藏  |  浏览/下载：43/0  |  提交时间：2024/03/26
Convolutional neural networks (CNNs)  motor imagery (MI)  brain-computer interface (BCI)  self-attention mechanism  
\MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Ning, Xiaojun;  Wang, Jing;  Lin, Youfang;  Cai, Xiyang;  Chen, Haobin;  Gou, Haijun;  Li, Xiaoli;  Jia, Ziyu
收藏  |  浏览/下载：20/0  |  提交时间：2024/03/26
Affective computing  attention mechanism  electroencephalogram (EEG)  emotion recognition  meta-learning  
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：45/0  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Spatio-temporal fusion graph convolutional network for traffic flow forecasting 期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:  Ma, Ying;  Lou, Haijie;  Yan, Ming;  Sun, Fanghui;  Li, Guoqi
收藏  |  浏览/下载：65/0  |  提交时间：2024/02/22
Graph convolutional network  Spatio-temporal data  Traffic forecasting  
Probabilistic Boundary-Guided Point Cloud Primitive Segmentation Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 13
作者:  Wang, Shaohu;  Qin, Fangbo;  Tong, Yuchuang;  Shang, Xiuqin;  Zhang, Zhengtao
收藏  |  浏览/下载：77/0  |  提交时间：2023/12/21
Boundary prediction  primitive segmentation  probabilistic representation  
The Individualized Prediction of Neurocognitive Function in People Living with HIV Based on Clinical and Multimodal Connectome Data 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: 27, 期号: 4, 页码: 2094 - 2104
作者:  Li Xaing;  Towe Sheri;  Bell Ryan;  Jiang Rongtao;  Hall Shana;  Calhoun Vince;  Meade Christina;  Sui Jing
Adobe PDF(3496Kb)  |  收藏  |  浏览/下载：214/77  |  提交时间：2023/05/16
Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Functio 期刊论文
Clinical Infectious Diseases, 2021, 卷号: 73, 期号: 7, 页码: e2287–93
作者:  Sui Jing;  Li Xiang;  Bell Ryan;  Towe Sheri;  Gadde Syam;  Chen Nan-kuei;  Meade Christina
Adobe PDF(1246Kb)  |  收藏  |  浏览/下载：122/36  |  提交时间：2023/05/16
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, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者:  Du Changde(杜长德);  Fu Kaicheng(付铠城);  Li Jinpeng(李劲鹏);  He Huiguang(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载：410/68  |  提交时间：2023/05/05
Brain-visual-linguistic embedding  generic neural decoding  multimodal learning  mutual information maximization