A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation

【Editor’s Pick】Selected papers on Neural Networks

  • Date:
  • 2021-05-07
  • Visited:
  • 27
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▪ A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers

Cosimo Ieracitano, Annunziata Paviglianiti, Maurizio Campolo, Amir Hussain, Eros Pasero, Francesco Carlo Morabito

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003387

▪ Multiagent Reinforcement Learning: Rollout and Policy Iteration

Dimitri Bertsekas

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2021.1003814

▪ Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol

Xueli Wang, Derui Ding, Hongli Dong, Xian-Ming Zhang

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2021.1003922

▪ Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks

Parham M. Kebria, Abbas Khosravi, Syed Moshfeq Salaken, Saeid Nahavandi 

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911825

▪ Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 

Haowei Lin, Bo Zhao, Derong Liu, Cesare Alippi

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003225

▪ Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks

Wenjin Zhang, Jiacun Wang, Fangping Lan 

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003465

▪ Modeling and Trajectory Tracking Control for Flapping-Wing Micro Aerial Vehicles 

Wei He, Xinxing Mu, Liang Zhang, Yao Zou

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003417

▪ Deep Learning for EMG-based Human-Machine Interaction: A Review 

Dezhen Xiong, Daohui Zhang, Xingang Zhao, Yiwen Zhao

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2021.1003865

▪ Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton

Yu Cao, Jian Huang

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2020.1003351

▪ A New Robust Adaptive Neural Network Backstepping Control for Single Machine Infinite Power System With TCSC 

Yanhong Luo, Shengnan Zhao, Dongsheng Yang, Huaguang Zhang

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911798

▪ Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network

Shiming Liu, Yifan Xia, Zhusheng Shi, Hui Yu, Zhiqiang Li, Jianguo Lin

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2021.1003871

▪ Memory Analysis for Memristors and Memristive Recurrent Neural Networks 

Gang Bao, Yide Zhang, Zhigang Zeng

http://www.ieee-jas.net/en/article/doi/10.1109/JAS.2019.1911828

IEEE/CAA Journal of Automatica Sinica

  • JCR Impact Factor 2019: 5.129
    Rank:Top 17% (11/63), Category of Automation & Control Systems
    Quantile: The 1st (SCI Q1)
    CiteScore 2020 : 11.2
    Rank: Top 5% (Category of Computer Science: Information System) , Top 6% (Category of Control and Systems Engineering), Top 7% (Category of Artificial Intelligence)
    Quantile: The 1st (Q1)