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Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
收藏  |  浏览/下载：204/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
Fixed-time adaptive observer-based time-varying formation control for multi-agent systems with directed topologies 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 483-494
作者:  Xiong, Tianyi;  Gu, Zhou;  Yi, Jianqiang;  Pu, Zhiqiang
收藏  |  浏览/下载：181/0  |  提交时间：2021/11/04
Directed topologies  Formation control  Fixed-time observer  Multi-agent systems  
A hybrid deep segmentation network for fundus vessels via deep-learning framework & nbsp; 期刊论文
NEUROCOMPUTING, 2021, 卷号: 448, 页码: 168-178
作者:  Yang, Lei;  Wang, Huaixin;  Zeng, Qingshan;  Liu, Yanhong;  Bian, Guibin
收藏  |  浏览/下载：240/0  |  提交时间：2021/08/15
Image segmentation  Fundus vessels  U-net network  Multitask segmentation network  Fusion network  
Graphical lasso quadratic discriminant function and its application to character recognition 期刊论文
NEUROCOMPUTING, 2014, 卷号: 129, 期号: 2014, 页码: 33-40
作者:  Xu, Bo;  Huang, Kaizhu;  King, Irwin;  Liu, Cheng-Lin;  Sun, Jun;  Satoshi, Naoi
Adobe PDF(993Kb)  |  收藏  |  浏览/下载：183/61  |  提交时间：2020/10/27
Graphical Lasso  Quadratic Discriminant Function  Character Recognition  
A novel classifier ensemble method with sparsity and diversity 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 214-221
作者:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei;  Iqbal, Khalid;  Wang, Zhi-Bin
收藏  |  浏览/下载：50/0  |  提交时间：2020/10/27
Classifier Ensemble  Sparsity Learning  Diversity Learning  Neural Network Ensembles  Genetic Algorithm  
DE2: Dynamic ensemble of ensembles for learning nonstationary data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 165, 页码: 14-22
作者:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei
收藏  |  浏览/下载：75/0  |  提交时间：2020/10/27
Ensemble Of Ensembles  Growing Ensemble  Sparsity Learning  Nonstationary Environment  Concept Drift  Incremental Learning  
Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 174, 期号: 2016, 页码: 806-814
作者:  Wang, Peng;  Xu, Bo;  Xu, Jiaming;  Tian, Guanhua;  Liu, Cheng-Lin;  Hao, Hongwei
浏览  |  Adobe PDF(1127Kb)  |  收藏  |  浏览/下载：328/107  |  提交时间：2020/10/27
Short Text  Classification  Clustering  Convolutional Neural Network  Semantic Units  Word Embeddings  
Estimation of human impedance and motion intention for constrained human-robot interaction 期刊论文
NEUROCOMPUTING, 2020, 卷号: 390, 页码: 268-279
作者:  Yu, Xinbo;  Li, Yanan;  Zhang, Shuang;  Xue, Chengqian;  Wang, Yu
收藏  |  浏览/下载：178/0  |  提交时间：2020/06/22
Human motion intention estimation  Impedance learning  Adaptive neural network control  Full-state constraints  Barrier Lyapunov functions  
Adaptive neural control of quadruped robots with input deadzone 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 486-494
作者:  Zhang, Shuang;  Zhang, Donghao;  Chang, Cheng;  Fu, Qiang;  Wang, Yu
收藏  |  浏览/下载：252/0  |  提交时间：2019/07/12
Quadruped robot  Neural networks  Input deadzone  Full state feedback  Output feedback  
Preliminary study on Wilcoxon-norm-based robust extreme learning machine 期刊论文
NEUROCOMPUTING, 2016, 卷号: 198, 期号: 2016, 页码: 20-26
作者:  Xie, Xiao-Liang;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Feng, Zhen-Qiu;  Hao, Jian-Long
浏览  |  Adobe PDF(533Kb)  |  收藏  |  浏览/下载：475/116  |  提交时间：2016/10/20
Extreme Learning Machine  Wilcoxon Neural Network  Wilcoxon-norm Based Robust Extreme  Learning Machine