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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：205/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
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
浏览  |  Adobe PDF(993Kb)  |  收藏  |  浏览/下载：185/63  |  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  
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
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  
Joint entity and relation extraction based on a hybrid neural network 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 期号: 000, 页码: 59-66
作者:  Zheng, Suncong;  Hao, Yuexing;  Lu, Dongyuan;  Bao, Hongyun;  Xu, Jiaming;  Hao, Hongwei;  Xu, Bo
收藏  |  浏览/下载：131/0  |  提交时间：2020/10/27
Neural Network  Information Extraction  Tagging  Classification  
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  
Effectively training neural machine translation models with monolingual data 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 240-247
作者:  Yang, Zhen;  Chen, Wei;  Wang, Feng;  Xu, Bo
收藏  |  浏览/下载：223/0  |  提交时间：2019/07/12
Neural machine translation  Monolingual data  Gate-enhanced  Source-side and target-side  Effectively  
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：476/117  |  提交时间：2016/10/20
Extreme Learning Machine  Wilcoxon Neural Network  Wilcoxon-norm Based Robust Extreme  Learning Machine