CASIA OpenIR

Browse/Search Results:  1-10 of 21 Help

Selected(0)Clear Items/Page:    Sort:
融合自适应神经网络的机器人模型预测控制方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  康二龙
Adobe PDF(21541Kb)  |  Favorite  |  View/Download:42/3  |  Submit date:2022/06/19
机器人控制  模型预测控制  自适应神经网络  机械臂  最优控制理论  
Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
Authors:  Wang, Xiao;  Zhu, Yushan;  Han, Shuangshuang;  Yang, Linyao;  Gu, Haixia;  Wang, Fei-Yue
Favorite  |  View/Download:14/0  |  Submit date:2022/06/06
Convolutional neural networks  Feature extraction  Machine learning algorithms  Deep learning  Global Positioning System  Scalability  Safety  Broad learning system (BLS)  incremental learning system  Internet of Vehicles (IoV)  misbehavior detection  ridge regression approximation  
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao
Adobe PDF(7657Kb)  |  Favorite  |  View/Download:22/1  |  Submit date:2022/01/07
Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.  
Adaptive Control of Discrete-time Nonlinear Systems Using ITF-ORVFL 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 556-563
Authors:  Xiaofei Zhang;  Hongbin Ma;  Wenchao Zuo;  Man Luo
Adobe PDF(4681Kb)  |  Favorite  |  View/Download:15/3  |  Submit date:2022/03/09
Adaptive control  initial-training-free online learning algorithm  random vector functional link networks  
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao;  C.L.Philip Chen,
Adobe PDF(764Kb)  |  Favorite  |  View/Download:19/4  |  Submit date:2022/01/07
broad neural architecture search, stacked broad convolutional neural network, knowledge embedding search, image classification.  
Battery Full Life Cycle Management and Health Prognosis Based on Cloud Service and Broad Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1540-1542
Authors:  Yujie Wang;  Kaiquan Li;  Zonghai Chen
Adobe PDF(2935Kb)  |  Favorite  |  View/Download:18/1  |  Submit date:2022/08/01
宽度神经架构搜索 学位论文
工学博士, 中国科学院自动化研究所智能化大厦三层: 中国科学院大学人工智能学院, 2021
Authors:  丁子祥
Adobe PDF(5152Kb)  |  Favorite  |  View/Download:62/4  |  Submit date:2022/01/06
神经架构搜索  宽度卷积神经网络  宽度神经架构搜索  
Broad Learning System Based on Maximum Correntropy Criterion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
Authors:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun
Favorite  |  View/Download:41/0  |  Submit date:2021/08/15
Learning systems  Robustness  Standards  Optimization  Training  Perturbation methods  Mean square error methods  Broad learning system (BLS)  incremental learning algorithms  maximum correntropy criterion (MCC)  regression and classification  
Research on Transfer Learning of Vision-based Gesture Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431
Authors:  Bi-Xiao Wu;  Chen-Guang Yang;  Jun-Pei Zhong
Adobe PDF(1688Kb)  |  Favorite  |  View/Download:72/6  |  Submit date:2021/05/24
Transfer learning  gesture recognition  red-green-blue (RGB) Camera  Leap Motion  joint distribution adaptation (JDA)  
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 3017-3031
Authors:  Chu, Fei;  Liang, Tao;  Chen, C. L. Philip;  Wang, Xuesong;  Ma, Xiaoping
Favorite  |  View/Download:45/0  |  Submit date:2020/09/07
Learning systems  Training  Heuristic algorithms  Neural networks  Automation  Process control  Control engineering  Broad learning system (BLS)  incremental learning algorithm  noise and outliers  weighted penalty factor