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Isoperimetric Constraint Inference for Discrete-Time Nonlinear Systems Based on Inverse Optimal Control 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 1 - 13
作者:  Wei, Qinglai;  Li, Tao;  Zhang, Jie;  Li, Hongyang;  Wang, Xin;  Xiao, Jun
Adobe PDF(1700Kb)  |  收藏  |  浏览/下载：50/22  |  提交时间：2024/05/28
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(8060Kb)  |  收藏  |  浏览/下载：93/20  |  提交时间：2024/03/27
Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
A Brain-Inspired Approach for Probabilistic Estimation and Efficient Planning in Precision Physical Interaction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:  Xing, Dengpeng;  Yang, Yiming;  Zhang, Tielin;  Xu, Bo
Adobe PDF(2960Kb)  |  收藏  |  浏览/下载：241/18  |  提交时间：2022/06/10
Task analysis  Robots  Force  Planning  Mathematical models  Brain modeling  Biology  Brain-inspired structure  precision physical interaction  spiking neural networks (SNNs)  
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:  Hu, Liangchen;  Zhang, Wensheng;  Dai, Zhenlei
收藏  |  浏览/下载：200/0  |  提交时间：2022/02/16
Feature selection and extraction  joint L-2,L-1-norms sparsity  locality-aware graph learning  marginal representation learning  
One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 15
作者:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Changqing;  Zhang, Zhizhong;  Zhang, Wensheng
收藏  |  浏览/下载：217/0  |  提交时间：2022/01/27
Tensors  Optimization  Clustering methods  Computational modeling  Clustering algorithms  Semantics  Matrix decomposition  Multiview clustering  multiview representations  subspace clustering  tensor singular value decomposition (t-SVD)  
Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:  Yang, Yehui;  Shang, Fangxin;  Wu, Binghong;  Yang, Dalu;  Wang, Lei;  Xu, Yanwu;  Zhang, Wensheng;  Zhang, Tianzhu
收藏  |  浏览/下载：205/0  |  提交时间：2022/01/27
Lesions  Annotations  Generators  Feature extraction  Image segmentation  Retinopathy  Diabetes  Collaborative learning  convolutional neural networks (CNNs)  diabetic retinopathy (DR)  fundus image  
BiFNet: Bidirectional Fusion Network for Road Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 12
作者:  Li, Haoran;  Chen, Yaran;  Zhang, Qichao;  Zhao, Dongbin
收藏  |  浏览/下载：203/0  |  提交时间：2022/01/27
Roads  Image segmentation  Three-dimensional displays  Cameras  Laser radar  Fuses  Feature extraction  Adaptive learning  autonomous vehicles  multisensor fusion  road segmentation  
Multiagent Adversarial Collaborative Learning via Mean-Field Theory 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 10, 页码: 4994-5007
作者:  Luo, Guiyang;  Zhang, Hui;  He, Haibo;  Li, Jinglin;  Wang, Fei-Yue
收藏  |  浏览/下载：219/0  |  提交时间：2021/12/28
Games  Training  Collaborative work  Task analysis  Nash equilibrium  Sociology  Statistics  Adversarial collaborative learning (ACL)  friend-or-foe Q-learning  mean-field theory  multiagent reinforcement learning (MARL)  
Multiview Semantic Representation for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2038-2049
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：252/0  |  提交时间：2020/06/22
Image classification  multiview  object categorization  semantic representation  visual recognition  
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:  Xie, Yuan;  Zhang, Wensheng;  Qu, Yanyun;  Dai, Longquan;  Tao, Dacheng
收藏  |  浏览/下载：318/0  |  提交时间：2020/03/30
Tensile stress  Manifolds  Encoding  Laplace equations  Semisupervised learning  Correlation  Optimization  Manifold regularization  multilinear  multiview features  nonlinear subspace clustering  tensor singular-value decomposition (t-SVD)