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Improving multi-layer spiking neural networks by incorporating brain-inspired rules 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 5, 页码: 052201:01-12
作者:  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
浏览  |  Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：404/125  |  提交时间：2017/09/12
Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task  
Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 446
作者:  Wang, Hongzhen;  Wang, Ying;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(2410Kb)  |  收藏  |  浏览/下载：470/95  |  提交时间：2017/07/18
Semantic Segmentation  Cnn  Deep Learning  Isprs  Remote Sensing  Gate  
Image Piece Learning for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 4, 页码: 648-659
作者:  Yi Li;  Yanqing Guo;  Yueying Kao;  Ran He
浏览  |  Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：327/109  |  提交时间：2017/07/18
Conditional Random Field (Crf)  Image Semantic Segmentation  Piece Learning  Weakly Supervised  
Cost-Effective Class-Imbalance Aware CNN for Vehicle Localization and Categorization in High Resolution Aerial Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 494
作者:  Li, Feimo;  Li, Shuxiao;  Zhu, Chengfei;  Lan, Xiaosong;  Chang, Hongxing;  李非墨,李书晓
Adobe PDF(4065Kb)  |  收藏  |  浏览/下载：485/132  |  提交时间：2017/05/18
Vehicle Localization  Vehicle Classification  High Resolution  Aerial Image  Convolutional Neural Network (Cnn)  Class Imbalance  
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：429/129  |  提交时间：2017/02/23
Recurrent Neural Nets  Neurocontrollers  Learning (Artificial Intelligence)  Office Environment  Optimal Control  Solar Power  Energy Consumption  Time Series  Secondary Cells  Energy Management Systems  Function Approximation  Echo State Network-based Q-learning Method  Optimal Battery Control  Renewable Energy  Optimal Energy Management  Solar Energy  Energy Consumption  Energy Demand  Time Series  Real-time Electricity Rate  Periodic Functions  Q-function  Optimal Charging Strategy  Optimal Discharging Strategy  Optimal Idle Strategy  Numerical Analysis  
Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 64, 期号: 1, 页码: 437-445
作者:  Wang, Yuhang;  Liu, Jing;  Li, Yong;  Fu, Jun;  Xu, Min;  Lu, Hanqing;  Jing Liu
Adobe PDF(1470Kb)  |  收藏  |  浏览/下载：621/258  |  提交时间：2017/02/20
Semantic Video Segmentation  Deconvolutional Neural Network  Coarse-to-fine Training  Spatio-temporal Consistence  
Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 348-360
作者:  Zhang, Xu-Yao;  Bengio, Yoshua;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1637Kb)  |  收藏  |  浏览/下载：670/274  |  提交时间：2016/10/27
Handwriting Recognition  Chinese Characters  Online  Offline  Directional Feature Map  Convolutional Neural Network  Adaptation