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Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 50767-50781
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Cong, Ming;  Wei, Xin;  Wu, Tianjun
Adobe PDF(5684Kb)  |  收藏  |  浏览/下载：188/1  |  提交时间：2021/04/13
Wide neural network  least squares  fast training  incremental learning  
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 150864-150877
作者:  Xi, Jiangbo;  Xiang, Yaobing;  Ersoy, Okan K.;  Cong, Ming;  Wei, Xin;  Gu, Junkai
Adobe PDF(8355Kb)  |  收藏  |  浏览/下载：227/0  |  提交时间：2020/10/23
Space debris  Feature extraction  Machine learning  Signal to noise ratio  Object detection  Image sequences  Optical imaging  Space debris detection  background estimation  candidate region extraction  deep learning  
Parallel Multistage Wide Neural Network 期刊论文
IEEE Transactions on Neural Networks and Learning Systems
作者:  Xi, Jiangbo;  Ersoy, Okan K.;  Fang, Jianwu;  Wu, Tianjun;  Wei, Xin;  Zhao, Chaoying
Adobe PDF(3119Kb)  |  收藏  |  浏览/下载：108/0  |  提交时间：2021/11/22
Ensemble learning  incremental learning  multistage wide learning  parallel testing