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| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者: Qiongyi Zhou ; Changde Du; Huiguang He
 Adobe PDF(7698Kb) |  收藏 | 浏览/下载：22/5 | 提交时间：2024/04/23
Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者: Yang Wu; Ding-Heng Wang; Xiao-Tong Lu; Fan Yang; Man Yao; Wei-Sheng Dong; Jian-Bo Shi; Guo-Qi Li
Adobe PDF(6780Kb) | 收藏 | 浏览/下载：15/3 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者: Zhiqiang Chen; Ting-Bing Xu; Jinpeng Li; Huiguang He
Adobe PDF(1272Kb) | 收藏 | 浏览/下载：19/6 | 提交时间：2024/04/23
Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| Weakly Correlated Knowledge Integration for Few-shot Image Classification 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 24-37
作者: Chun Yang; Chang Liu; Xu-Cheng Yin
Adobe PDF(1133Kb) | 收藏 | 浏览/下载：17/5 | 提交时间：2024/04/23
Computer vision pattern recognition knowledge refinement and reuse neural networks machine vision |
| Distributed Cooperative Learning for Discrete-Time Strict-Feedback Multi Agent Systems Over Directed Graphs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1831-1844
作者: Min Wang; Haotian Shi; Cong Wang
Adobe PDF(2701Kb) | 收藏 | 浏览/下载：220/63 | 提交时间：2022/09/08
Cooperative learning control directed graphs discrete-time nonlinear system neural networks (NNs) strict-feedback systems |
| A New Noise-Tolerant Dual-Neural-Network Scheme for Robust Kinematic Control of Robotic Arms With Unknown Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1778-1791
作者: Ning Tan; Peng Yu; Zhiyan Zhong; Fenglei Ni
 Adobe PDF(52574Kb) | 收藏 | 浏览/下载：196/42 | 提交时间：2022/09/08
Dual zeroing neural networks (ZNN) finite-time convergence model-free robot control robustness analysis |
| A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 990-1004
作者: Xiaohua Ge; Qing-Long Han; Jun Wang; Xian-Ming Zhang
Adobe PDF(5284Kb) | 收藏 | 浏览/下载：197/46 | 提交时间：2022/05/30
Adaptive control collision avoidance distributed formation control multi-vehicle systems neural networks obstacle avoidance repulsive potential |
| BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
作者: Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma
Adobe PDF(12217Kb) | 收藏 | 浏览/下载：150/18 | 提交时间：2022/04/24
Blur kernel convolutional neural networks (CNNs) defocus deblurring dual-pixel (DP) data meta-learning |
| Scribble-Supervised Video Object Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
作者: Peiliang Huang; Junwei Han; Nian Liu; Jun Ren; Dingwen Zhang
Adobe PDF(15349Kb) | 收藏 | 浏览/下载：164/25 | 提交时间：2021/11/03
Convolutional neural networks (CNNs) scribble self-attention video object segmentation weakly supervised |
| Aerodynamic Effects Compensation on Multi-Rotor UAVs Based on a Neural Network Control Allocation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 295-312
作者: Sarah P. Madruga; Augusto H. B. M. Tavares; Saulo O. D. Luiz; Tiago P. do Nascimento; Antonio Marcus N. Lima
Adobe PDF(10011Kb) | 收藏 | 浏览/下载：190/31 | 提交时间：2021/11/03
Aerodynamics effects control allocation minidrone multi-rotor UAV neural networks |
