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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, 卷号: vol. 15, 页码: 181–189
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Hou, Zeng-Guang;  Ni, Zhen-Liang;  Chen, Sheng;  Fang, Zhijie
Adobe PDF(1039Kb)  |  收藏  |  浏览/下载：106/36  |  提交时间：2023/06/02
Motor-Cortex-Like Recurrent Neural Network and Multi-Tasks Learning for the Control of Musculoskeletal Systems 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 暂无, 期号: 暂无, 页码: 暂无
作者:  Jiahao Chen;  Hong Qiao
Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：202/56  |  提交时间：2021/06/01
Biologically inspired  Musculoskeletal system  Neuromuscular control,  Motor cortex  Muscle synergy  Recurrent neural network  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
Adobe PDF(2831Kb)  |  收藏  |  浏览/下载：229/58  |  提交时间：2021/06/01
Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488
作者:  Yu Cao;  Jian Huang
浏览  |  Adobe PDF(9613Kb)  |  收藏  |  浏览/下载：155/54  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
Arbitrary-Order Fractance Approximation Circuits With High Order-Stability Characteristic and Wider Approximation Frequency Bandwidth 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1425-1436
作者:  Qiu-Yan He;  Yi-Fei Pu;  Bo Yu;  Xiao Yuan
Adobe PDF(9920Kb)  |  收藏  |  浏览/下载：164/39  |  提交时间：2021/03/11
Fractal  fractance  fractional calculus  fractional-order systems  
The Indirect Shared Steering Control Under Double Loop Structure of Driver and Automation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1403-1416
作者:  Yantao Tian;  Yanbo Zhao;  Yiran Shi;  Xuanhao Cao;  Ding-Li Yu
Adobe PDF(3098Kb)  |  收藏  |  浏览/下载：161/54  |  提交时间：2021/03/11
Active disturbance rejection controller (ADRC)  authority allocation  indirect shared control  
A Hybrid Brain-Computer Interface for Closed-Loop Position Control of a Robot Arm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1344-1360
作者:  Arnab Rakshit;  Amit Konar;  Atulya K. Nagar
Adobe PDF(3027Kb)  |  收藏  |  浏览/下载：141/45  |  提交时间：2021/03/11
Brain-computer interfacing (BCI)  electroencephalography (EEG)  Jaco robot arm  motor imagery  P300  steady-state visually evoked potential (SSVEP)  
Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者:  Abhinoy Kumar Singh
Adobe PDF(1572Kb)  |  收藏  |  浏览/下载：166/44  |  提交时间：2021/03/11
Bayesian framework  cubature rule-based filtering  Gaussian filters  Gaussian sum and square-root filtering  nonlinear filtering  quadrature rule-based filtering  unscented transformation  
LESO-based Position Synchronization Control for Networked Multi-Axis Servo Systems With Time-Varying Delay 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1116-1123
作者:  Qi Wu;  Li Yu;  Yao-Wei Wang;  Wen-An Zhang
Adobe PDF(3916Kb)  |  收藏  |  浏览/下载：155/50  |  提交时间：2021/03/11
Active-disturbance rejection controller  extended state observer  networked motion control system (NMCS)  time-varying delays  
A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
Adobe PDF(42191Kb)  |  收藏  |  浏览/下载：135/31  |  提交时间：2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction