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Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
Computational Neural Dynamics Model for Time-Variant Constrained Nonlinear Optimization Applied to Winner-Take-All Operation 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 9, 页码: 5936-5948
作者:  Liu, Mei;  Zhang, Xiaoyan;  Shang, Mingsheng
收藏  |  浏览/下载：66/0  |  提交时间：2022/08/22
Optimization  Mathematical models  Computational modeling  Neural networks  Numerical models  Informatics  Vehicle dynamics  Equality and inequality constraints  noise-suppressing discrete-time neural dynamics (NSDTND) model  time-variant nonlinear optimization  
Joint hyperbolic and Euclidean geometry contrastive graph neural networks 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 609, 页码: 799-815
作者:  Xu, Xiaoyu;  Pang, Guansong;  Wu, Di;  Shang, Mingsheng
收藏  |  浏览/下载：98/0  |  提交时间：2022/10/14
Graph neural networks  Hyperbolic embedding  Contrastive learning  Graph representation learning  
An improved DV-Hop algorithm for wireless sensor networks based on neural dynamics 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 172-185
作者:  Liu, Jingping;  Liu, Mei;  Du, Xiujuan;  Stanimirovi, Predrag S.;  Jin, Long
收藏  |  浏览/下载：63/0  |  提交时间：2022/08/22
Localization  DV-Hop  Neural dynamics  Convergence analyses  Anti-noise analyses  
Real-time cooperative kinematic control for multiple robots in distributed scenarios with dynamic neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 621-632
作者:  Liu, Mei;  Zhang, Jiazheng;  Shang, Mingsheng
收藏  |  浏览/下载：64/0  |  提交时间：2022/08/22
Multiple redundant manipulators  Cooperative control  Motion planning  Dynamic neural network  
MCFL: multi-label contrastive focal loss for deep imbalanced pedestrian attribute recognition 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 15
作者:  Chen, Lin;  Song, Jingkuan;  Zhang, Xuerui;  Shang, Mingsheng
收藏  |  浏览/下载：96/0  |  提交时间：2022/08/22
Pedestrian attribute recognition  Multi-label contrastive loss  Deep convolutional neural network  Multi-label learning  Imbalanced learning  
Ordinal regression with representative feature strengthening for face anti-spoofing 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 17
作者:  Jiang, Fangling;  Liu, Pengcheng;  Zhou, Xiang-Dong
收藏  |  浏览/下载：44/0  |  提交时间：2022/08/22
Face anti-spoofing  Ordinal regression  Representative feature strengthening  Inter-class relationships  
Neural Dynamics for Distributed Collaborative Control of Manipulators With Time Delays 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 5, 页码: 854-863
作者:  Jin, Long;  Zheng, Xin;  Luo, Xin
收藏  |  浏览/下载：59/0  |  提交时间：2022/08/22
Distributed collaborative control  neural dynamics  redundancy resolution  repetitive motion planning (RMP)  time delay  
Alzheimer's Disease Diagnosis With Brain Structural MRI Using Multiview-Slice Attention and 3D Convolution Neural Network 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 13
作者:  Chen, Lin;  Qiao, Hezhe;  Zhu, Fan
收藏  |  浏览/下载：33/0  |  提交时间：2022/08/22
Alzheimer's disease (AD)  disease prognosis  multi-view-slice attention  3D convolution neural network  brain sMRI image  
Convergence and robustness of bounded recurrent neural networks for solving dynamic Lyapunov equations 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 106-123
作者:  Wang, Guancheng;  Hao, Zhihao;  Zhang, Bob;  Jin, Long
收藏  |  浏览/下载：53/0  |  提交时间：2022/08/22
Recurrent neural network  dynamic Lyapunov equations  Bounded activation functions  Finite-time convergence  Robustness