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A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
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EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
智能机器人共享控制与操作技能学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  席宝
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位姿检测  共享控制  强化学习  策略梯度  示教引导  
Investigating the neural activity of various 3D visual fatigue degrees using depth-related visual evoked potentials 期刊论文
JOURNAL OF THE SOCIETY FOR INFORMATION DISPLAY, 2020, 页码: 11
Authors:  Yue, Kang;  Wang, Danli
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3D  EEG  visual fatigue  
基于深度学习的单侧肢体不同关节运动想象解码研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  马学林
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脑-机接口,运动想象,单侧肢体,认知失联,深度学习  
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 14, 页码: 11
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
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human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG 期刊论文
COGNITIVE NEURODYNAMICS, 2020, 页码: 9
Authors:  Fan, Chen-Chen;  Yang, Hongjun;  Hou, Zeng-Guang;  Ni, Zhen-Liang;  Chen, Sheng;  Fang, Zhijie
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EEG  Motor imagery  Convolutional neural network  Bilinear vectors  Attention mechanism  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
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Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
动态资讯 2020年 第10期(总第78期) 其他
2020-10-15
Authors:  张桂英
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动态资讯 2020年 第09期(总第77期) 其他
2020-09-17
Authors:  张桂英
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Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent 期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 卷号: 8, 页码: 14
Authors:  Li, Qiong;  Gao, Jianbo;  Huang, Qi;  Wu, Yuan;  Xu, Bo
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EEG  epileptiform discharges  power spectral density (PSD)  scale-dependent Lyapunov exponent (SDLE)  random forest classifier  support vector machine (SVM)