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Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载：219/25  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Self-supervised graph representation learning via bootstrapping 期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:  Che, Feihu;  Yang, Guohua;  Zhang, Dawei;  Tao, Jianhua;  Liu, Tong
Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：357/58  |  提交时间：2021/11/03
Graph representation learning  Self-supervised  Bootstrapping  Graph neural network  
Data-driven adaptive dynamic programming for continuous-time fully cooperative games with partially constrained inputs 期刊论文
NEUROCOMPUTING, 2017, 卷号: 238, 期号: *, 页码: 377-386
作者:  Zhang, Qichao;  Zhao, Dongbin;  Zhu, Yuanheng
浏览  |  Adobe PDF(1508Kb)  |  收藏  |  浏览/下载：628/268  |  提交时间：2017/05/04
Adaptive Dynamic Programming  Optimal Control  Neural Network  Fully Cooperative Games  Data-driven  Constrained Input  
Energy consumption prediction of office buildings based on echo state networks 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 期号: n/a, 页码: 478-488
作者:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(1405Kb)  |  收藏  |  浏览/下载：439/185  |  提交时间：2017/02/14
Energy Consumption  Time-series Prediction  Office Buildings  Echo State Networks  Reservoir Topologies  
A biologically inspired model mimicking the memory and two distinct pathways of face perception 期刊论文
NEUROCOMPUTING, 2016, 期号: 205, 页码: 349-359
作者:  Xi, Xuanyang;  Yin, Peijie;  Qiao, Hong;  Li, Yinlin;  Feng, Wensen
浏览  |  Adobe PDF(1899Kb)  |  收藏  |  浏览/下载：461/122  |  提交时间：2016/10/20
Biologically Inspired Model (Bim)  Face Perception  Memory  Component-based  
Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 222-229
作者:  Wang, Bin;  Zhao, Dongbin;  Alippi, Cesare;  Liu, Derong
收藏  |  浏览/下载：157/0  |  提交时间：2015/08/12
Dual Heuristic Dynamic Programming (Dhp)  Time Delay  Nonlinear Uncertain System  Discrete-time  Neural Networks  
Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm 期刊论文
NEUROCOMPUTING, 2014, 卷号: 125, 页码: 46-56
作者:  Huang, Yuzhu;  Liu, Derong
收藏  |  浏览/下载：125/0  |  提交时间：2015/08/12
Adaptive Dynamic Programming  Convergence Analysis  Heuristic Dynamic Programming  Neural Networks  Optimal Tracking Control  Reinforcement Learning  
Neuro-optimal control for a class of unknown nonlinear dynamic systems using SN-DHP technique 期刊论文
NEUROCOMPUTING, 2013, 卷号: 121, 页码: 218-225
作者:  Wang, Ding;  Liu, Derong
Adobe PDF(634Kb)  |  收藏  |  浏览/下载：281/67  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Neural Networks  Optimal Control  Reinforcement Learning  
A self-organizing neuro-fuzzy network based on first order effect sensitivity analysis 期刊论文
NEUROCOMPUTING, 2013, 卷号: 118, 期号: 0, 页码: 21-32
作者:  Chen, Cheng;  Wang, Fei-Yue
浏览  |  Adobe PDF(3523Kb)  |  收藏  |  浏览/下载：235/54  |  提交时间：2015/08/12
Neuro-fuzzy Networks  First Order Effect  Sensitivity Analysis  Systemic Fluctuation  
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach 期刊论文
NEUROCOMPUTING, 2012, 卷号: 78, 期号: 1, 页码: 14-22
作者:  Wang, Ding;  Liu, Derong;  Wei, Qinglai
Adobe PDF(465Kb)  |  收藏  |  浏览/下载：251/96  |  提交时间：2015/08/12
Adaptive Critic Designs  Adaptive Dynamic Programming  Approximate Dynamic Programming  Finite-horizon Optimal Tracking Control  Learning Control  Neural Networks  Reinforcement Learning