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| 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 |
| 基于单试次脑电解码的类自举法谎言预测研究 期刊论文 自动化学报, 2023, 卷号: 49, 期号: 10, 页码: 2084-2093 作者: 白帅帅; 陈超; 魏玮; 代璐瑶; 刘烨; 邱爽; 何晖光 Adobe PDF(2276Kb)  |  收藏  |  浏览/下载:22/6  |  提交时间:2024/04/24 脑电 谎言预测 事件相关电位 复合反应范式 类自举法 |
| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:26/5  |  提交时间:2024/04/23 Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| 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:114/30  |  提交时间:2023/06/26 brain-computer interface motor imagery transfer learning domain adaptation filter bank calibration reduction |
| VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI 会议论文 , Lisboa, Portugal, 2022-10-10 作者: Cheng XY(程昕钰); Wei W(魏玮); Du CD(杜长德); Qiu S(邱爽); Tian SL(田三力); Ma XJ(马小军); He HG(何晖光) Adobe PDF(2488Kb)  |  收藏  |  浏览/下载:200/52  |  提交时间:2023/05/31 Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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:137/23  |  提交时间:2023/05/31 brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| 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 |
| Neural Encoding and Decoding with a Flow-based Invertible Generative Model 期刊论文 IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2023, 卷号: 15, 期号: 2, 页码: 724-736 作者: Qiongyi Zhou; Changde Du; Dan Li; Haibao Wang; Jian K. Liu; Huiguang He Adobe PDF(2505Kb)  |  收藏  |  浏览/下载:241/82  |  提交时间:2023/01/17 |
| Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(6004Kb)  |  收藏  |  浏览/下载:182/39  |  提交时间:2023/01/17 |
| Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces 期刊论文 IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: 1-1 作者: Yukun Zhang; Shuang Qiu; Wei Wei; Xuelin Ma; Huiguang H Adobe PDF(1058Kb)  |  收藏  |  浏览/下载:214/64  |  提交时间:2023/01/17 |