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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：124/35  |  提交时间：2021/03/11
Fractal  fractance  fractional calculus  fractional-order systems  
Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者:  Lan Jiang;  Hongyun Huang;  Zuohua Ding
Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：107/44  |  提交时间：2021/03/11
Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者:  Silvio Barra;  Salvatore Mario Carta;  Andrea Corriga;  Alessandro Sebastian Podda;  Diego Reforgiato Recupero
Adobe PDF(6935Kb)  |  收藏  |  浏览/下载：191/54  |  提交时间：2021/03/11
Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging  
Convergence Rate Analysis of Gaussian Belief Propagation for Markov Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 668-673
作者:  Zhaorong Zhang;  Minyue Fu
浏览  |  Adobe PDF(2575Kb)  |  收藏  |  浏览/下载：110/45  |  提交时间：2021/03/11
Belief propagation  distributed algorithm  distributed estimation  Gaussian belief propagation  Markov networks  
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:  Ameer Hamza Khan;  Xinwei Cao;  Shuai Li;  Vasilios N. Katsikis;  Liefa Liao
Adobe PDF(4203Kb)  |  收藏  |  浏览/下载：155/31  |  提交时间：2021/03/11
Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network