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基于EEG EMG信号解码的脑机自然交互关键技术研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  褚亚奇
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人机交互  脑机接口  非完整脑电  同侧肢体多类运动想象  混合脑/肌电  
运动想象脑电信号识别方法研究与实现 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  冯海峰
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运动想象  对称正定矩阵  学习矢量量化  黎曼随机梯度下降  黎曼测地线距离  
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:  Tang FZ(唐凤珍);  Fan ML(范孟灵);  Tino, Peter
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
脑机融合控制中脑电伪迹处理方法 期刊论文
昆明理工大学学报(自然科学版), 2021, 卷号: 46, 期号: 3, 页码: 56-70
Authors:  熊馨;  杨秋红;  周建华;  徐保磊;  李永程;  尹旭贤;  伏云发
Adobe PDF(2458Kb)  |  Favorite  |  View/Download:76/3  |  Submit date:2020/12/18
脑电  伪迹  脑机融合控制  独立成分分析  共同空间模式  
基于时空特征学习卷积神经网络的运动想象脑电解码方法 期刊论文
生物医学工程学杂志, 2021, 卷号: 38, 期号: 1, 页码: 1-9
Authors:  褚亚奇;  朱波;  赵新刚;  赵忆文
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运动想象脑电  脑机接口  时空特征  卷积神经网络  信号解码  
Face-Computer Interface (FCI): Intent Recognition Based on Facial Electromyography (fEMG) and Online Human-Computer Interface With Audiovisual Feedback 期刊论文
FRONTIERS IN NEUROROBOTICS, 2021, 卷号: 15, 页码: 1-13
Authors:  Zhu B(朱波);  Zhang DH(张道辉);  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zhang LX(张立新);  Zhao LN(赵利娜)
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face-computer interface  facial electromyography  facial movements  robotic arm control online  rehabilitation assistance robot  
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices 期刊论文
Neural Networks, 2021, 卷号: 142, 页码: 105-118
Authors:  Tang FZ(唐凤珍);  Feng HF(冯海峰);  Tino, Peter;  Si BL(斯白露);  Ji DX(冀大雄)
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Probabilistic learning vector quantization  Learning vector quantization  Symmetric positive definite matrices  Riemannian geodesic distances  Riemannian manifold  
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
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motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
基于运动想象的脑机接口及其应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  邹宜君
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脑机接口  脑电信号  独立成分分析  共空间模式滤波  
An inter-subject model to reduce the calibration time for motion imagination-based brain-computer interface 期刊论文
Medical and Biological Engineering and Computing, 2019, 卷号: 57, 期号: 4, 页码: 939-952
Authors:  Zou YJ(邹宜君);  Zhao XG(赵新刚);  Chu YQ(褚亚奇);  Zhao YW(赵忆文);  Xu WL(徐卫良);  Han JD(韩建达)
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Brain-computer interface (BCI)  Electroencephalogram (EEG)  Machine learning  Movement imagination  Common spatial pattern  Inter-subject model