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Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1849-1864
Authors:  Xinli Shi;  Xiangping Xu;  Guanghui Wen;  Jinde Cao
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Consensus  constrained optimization  disturbance rejection  linear equations  fixed-time gradient flow (FxTGF)  
基于类脑脉冲神经网络的强化学习算法研究 学位论文
, 2024
Authors:  张笃振
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类脑智能 脉冲神经网络 强化学习  
面向厄尔尼诺现象的海洋时空序列预测方法研究 学位论文
, 2024
Authors:  芮闯
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厄尔尼诺-南方涛动(ENSO)  深度学习  ENSO预测  时空序列预测  时间编码  
Exponential Synchronization of Delayed Stochastic Complex Dynamical Networks via Hybrid Impulsive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 785-787
Authors:  Yao Cui;  Pei Cheng;  Xiaohua Ge
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Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
Authors:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
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Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
基于新型神经网络与触发机制的机械臂自适应控制研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  高洁
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自适应神经网络控制  触发控制  机械臂运动控制  反步法  观测器估计  滤波控制  
A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction 会议论文
, Bratislava, Slovakia, 2021-09
Authors:  Haoda Qian;  Qiudan Li;  Zaichuan Tang
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H∞ State Estimation for Stochastic Markovian Jumping Neural Network with Time-varying Delay and Leakage Delay 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 3, 页码: 329-340
Authors:  Ya-Jun Li;  Zhao-Wen Huang;  Jing-Zhao Li
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H∞ filtering state estimation  Markovian jump  exponential stability  linear matrix inequality (LMI)  neural networks  time-varying delay  leakage delay.  
面向非平稳环境的知识迁移方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  李怀宇
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元学习  持续学习  知识迁移  灾难遗忘  生成式对抗网络  
Pinning synchronization of memristor-based neural networks with time-varying delays 期刊论文
NEURAL NETWORKS, 2017, 卷号: 93, 期号: 无, 页码: 143-151
Authors:  Yang, Zhanyu;  Luo, Biao;  Liu, Derong;  Li, Yueheng
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Memristor-based Neural Networks  Pinning Control  Time-varying Delays  Exponential Synchronization  Asymptotic Synchronization