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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Port-Hamiltonian modeling and jumping trajectory tracking control for a bio-inspired quadruped robot 期刊论文
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2024, 卷号: 53, 页码: 18
作者:  Zhang, Chi;  Zou, Wei;  Ma, Liping;  Cheng, Ningbo
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/04
Port-Hamiltonian with dissipation(pHd)  Bio-inspired jumping robot  Dynamic modeling  Interconnection and damping assignment  passivity-based control(IDA-PBC)  
Image captioning: Semantic selection unit with stacked residual attention 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 144, 页码: 12
作者:  Song, Lifei;  Li, Fei;  Wang, Ying;  Liu, Yu;  Wang, Yuanhua;  Xiang, Shiming
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Image captioning  Semantic attributes  Semantic selection unit  Transformer  Stacked residual attention  
Pavement Defect Detection with Deep Learning: A Comprehensive Survey 期刊论文
IEEE Transactions on Intelligent Vehicles, 2023, 卷号: 9, 期号: 3, 页码: 4292 - 4311
作者:  Lili Fan;  Dandan Wang;  Junhao Wang;  Yunjie Li;  Yifeng Cao;  Yi Liu;  Xiaoming Chen;  Yutong Wang
Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：40/10  |  提交时间：2024/06/06
Deep learning  pavement defect detection  computer vision  image processing  3D image  
Two-particle Debris Flow Simulation Based on SPH 期刊论文
Computer Animation and Virtual Worlds, 2024, 卷号: 35, 期号: 3, 页码: 1-17
作者:  Zhang JX(张佳岫);  Yang M(杨猛);  Xiaomin Li;  Qunou Jiang;  Heng Zhang;  Meng WL(孟维亮)
Adobe PDF(4962Kb)  |  收藏  |  浏览/下载：29/11  |  提交时间：2024/06/04
debris flow  GPU acceleration  natural disaster simulation  SPH  
A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：38/10  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings 期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:  Rui, Chuang;  Sun, Zhengya;  Zhang, Wensheng;  Liu, Anan;  Wei, Zhiqiang
Adobe PDF(14474Kb)  |  收藏  |  浏览/下载：29/9  |  提交时间：2024/05/28
El Niño-Southern Oscillation (ENSO)  deep learning for ENSO prediction  self-attention ConvLSTM  temporal embeddings  spring prediction barrier  
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：77/15  |  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)  
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:  Li, Tao;  Wei, Qinglai;  Wang, Fei-Yue
Adobe PDF(784Kb)  |  收藏  |  浏览/下载：110/17  |  提交时间：2024/02/22
Performance analysis  Optimal control  Dynamic programming  Iterative algorithms  Upper bound  Measurement  Convergence  Adaptive dynamic programming (ADP)  isoperimetric constraints  nonlinear systems  optimal control  policy iteration  
Multi-modal spatial relational attention networks for visual question answering 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 13
作者:  Yao, Haibo;  Wang, Lipeng;  Cai, Chengtao;  Sun, Yuxin;  Zhang, Zhi;  Luo, Yongkang
收藏  |  浏览/下载：89/0  |  提交时间：2024/02/22
Visual question answering  Spatial relation  Attention mechanism  Pre -training strategy