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Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者:  Xiufang Chen;  Mei Liu;  Shuai Li
Adobe PDF(3459Kb)  |  收藏  |  浏览/下载：67/25  |  提交时间：2023/07/20
Echo state network (ESN)  noise  probabilistic regularization  robustness  
A New Noise-Tolerant Dual-Neural-Network Scheme for Robust Kinematic Control of Robotic Arms With Unknown Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1778-1791
作者:  Ning Tan;  Peng Yu;  Zhiyan Zhong;  Fenglei Ni
Adobe PDF(52574Kb)  |  收藏  |  浏览/下载：183/38  |  提交时间：2022/09/08
Dual zeroing neural networks (ZNN)  finite-time convergence  model-free  robot control  robustness analysis  
A Fusion Kalman Filter and UFIR Estimator Using the Influence Function Method 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 709-718
作者:  Wei Xue, Xiaoli Luan, Shunyi Zhao, Fei Liu
Adobe PDF(10221Kb)  |  收藏  |  浏览/下载：148/43  |  提交时间：2022/03/09
Fusion filter,influence function,Kalman filter (KF),robustness,unbiased finite impulse response (FIR)  
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者:  Kai-Yuan Liu;  Xing-Yu Li;  Yu-Rui Lai;  Hang Su;  Jia-Chen Wang;  Chun-Xu Guo;  Hong Xie;  Ji-Song Guan;  Yi Zhou
Adobe PDF(3203Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Brain-inspired learning  autoencoder  robustness  adversarial attack  generative model  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
Adobe PDF(3921Kb)  |  收藏  |  浏览/下载：173/33  |  提交时间：2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
浏览  |  Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：202/57  |  提交时间：2021/02/22
Adversarial example  model safety  robustness  defenses  deep learning.  
Design of a Robust Optimal Decentralized PI Controller Based on Nonlinear Constraint Optimization For Level Regulation: An Experimental Study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 187-199
作者:  Soumya Ranjan Mahapatro;  Bidyadhar Subudhi;  Sandip Ghosh
浏览  |  Adobe PDF(3451Kb)  |  收藏  |  浏览/下载：102/19  |  提交时间：2021/03/11
Decentralized control  multivariable system  process control  parameter uncertainty  robustness