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A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：17/4  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Explainable Reinforcement Learning via a Causal World Model 会议论文
Proceedings of the 32nd International Joint Conference on Artificial Intelligence, 中国澳门, 2023-08-22
作者:  Yu ZY(余忠蔚);  Ruan JQ(阮景晴);  Xing DP(邢登鹏)
Adobe PDF(850Kb)  |  收藏  |  浏览/下载：14/6  |  提交时间：2024/05/28
强化学习  可解释人工智能  因果推理  
Stereo Visual Servoing Control of a Soft Endoscope for Upper Gastrointestinal Endoscopic Submucosal Dissection 期刊论文
Micromachines, 2024, 卷号: 15, 期号: 2, 页码: 276
作者:  Chen, Jian;  Wang, Shuai;  Zhao, Qingxiang;  Huang, Wei;  Chen, Mingcong;  Hu, Jian;  Wang, Yihe;  Liu, Hongbin
Adobe PDF(4985Kb)  |  收藏  |  浏览/下载：25/6  |  提交时间：2024/05/28
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(1630Kb)  |  收藏  |  浏览/下载：62/2  |  提交时间：2024/03/27
Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
Adobe PDF(2021Kb)  |  收藏  |  浏览/下载：72/5  |  提交时间：2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
Multiagent-Reinforcement-Learning-Based Stable Path Tracking Control for a Bionic Robotic Fish With Reaction Wheel 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 12, 页码: 12670-12679
作者:  Qiu, Changlin;  Wu, Zhengxing;  Wang, Jian;  Tan, Min;  Yu, Junzhi
Adobe PDF(1587Kb)  |  收藏  |  浏览/下载：138/3  |  提交时间：2023/11/17
Multiagent reinforcement learning (MARL)  path tracking control  reaction wheel  robotic fish  underwater robot  
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：96/5  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
Adaptive Locomotion Transition Recognition With Wearable Sensors for Lower Limb Robotic Prosthesis 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 11
作者:  Zheng, Enhao;  Wan, Jiacheng;  Gao, Siyuan;  Wang, Qining
收藏  |  浏览/下载：65/0  |  提交时间：2023/11/17
Adaptive recognition model  interday and interuser  locomotion mode recognition  lower limb robotic prostheses  template generation  
Parallel Transportation in TransVerse: From Foundation Models to DeCAST 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 12, 页码: 15310-15327
作者:  Zhao, Chen;  Wang, Xiao;  Lv, Yisheng;  Tian, Yonglin;  Lin, Yilun;  Wang, Fei-Yue
Adobe PDF(4139Kb)  |  收藏  |  浏览/下载：156/4  |  提交时间：2023/11/16
Intelligent Transportation Systems (ITS)  Cyber-Physical-Social Systems (CPSS)  Artificial Systems, Computational Experiments, Parallel Execution (ACP)  Decentralized/Distributed Autonomous Operations and Organizations (DAO)  
A Fast and Robust Seam Tracking Method for Spatial Circular Weld Based on Laser Visual Sensor 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 0, 期号: 70, 页码: 5015311
作者:  Yunkai Ma;  Junfeng Fan;  Huizhen Yang;  Lei Yang;  Zhaohui Ji;  Fengshui Jing;  Min Tan
Adobe PDF(3060Kb)  |  收藏  |  浏览/下载：161/46  |  提交时间：2023/10/08