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| An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者: Miin Zhao ; Weizheng Yan; Na Luo; Dongmei Zhi; Zening Fu; Yuhui Du; Shan Yu; Tianzi Jiang; Vince D. Calhoun; Jing Sui
 Adobe PDF(3010Kb) |  收藏 | 浏览/下载：15/7 | 提交时间：2024/06/17 |
| An attention-based hybrid deep learning framework integrating temporal coherence and dynamics for discriminating schizophrenia 会议论文
, France, April 13-16, 2021
作者: Min Zhao; Weizheng Yan; Dongmei Zhi; Rongtao Jiang; Yujin Zhang; Tianzi Jiang; Vince D Calhoun; Jing Sui
Adobe PDF(687Kb) | 收藏 | 浏览/下载：12/3 | 提交时间：2024/06/17 |
| A Cross-Feature Mutual Learning Framework to Integrate Functional Connectivity and Activity for Brain Disorder Classification 会议论文
, USA, July 15-19, 2024
作者: Min Zhao; Rongtao Xu; Dongmei Zhi; Shan Yu; Vince D Calhoun; Jing Sui
Adobe PDF(2565Kb) | 收藏 | 浏览/下载：10/2 | 提交时间：2024/06/17 |
| 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：38/11 | 提交时间：2024/05/28
CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文
, Online, 18-22 July 2021
作者: Yukun Zhang; Shuang Qiu; Wei Wei; Xuelin Ma; Huiguang He
Adobe PDF(602Kb) | 收藏 | 浏览/下载：125/34 | 提交时间：2023/06/26
brain-computer interface motor imagery transfer learning domain adaptation filter bank calibration reduction |
| EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation 会议论文
, 深圳, 2023-07-10
作者: Wanqing Jiang; Nuo Su; Tianxu Pan; Yifan Miao; Xueyu Lv; nzi Jiang; Nianming Zuo
Adobe PDF(1440Kb) | 收藏 | 浏览/下载：267/122 | 提交时间：2023/06/20 |
| Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者: Wanqing Jiang; Gaofeng Meng; Tianzi Jiang; Nianming Zuo
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：225/87 | 提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent |
| Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion 期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
作者: Zhang,Yukun; Qiu,Shuang; He,Huiguang
Adobe PDF(16882Kb) | 收藏 | 浏览/下载：146/23 | 提交时间：2023/05/31
brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| HIV感染者认知功能障碍的多模态脑影像研究 学位论文
, 2023
作者: 李想
 Adobe PDF(11267Kb) | 收藏 | 浏览/下载：191/7 | 提交时间：2023/05/30
HIV认知功能障碍 磁共振影像 多模态融合 个体化预测 独立成分分析 结构相似性网络 |
| 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：429/71 | 提交时间：2023/05/05
Brain-visual-linguistic embedding generic neural decoding multimodal learning mutual information maximization |
