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CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
收藏  |  浏览/下载：249/0  |  提交时间：2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Improving speech enhancement by focusing on smaller values using relative loss 期刊论文
IET SIGNAL PROCESSING, 2020, 卷号: 14, 期号: 6, 页码: 374-384
作者:  Li, Hongfeng;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile
收藏  |  浏览/下载：151/0  |  提交时间：2020/09/07
speech enhancement  speech intelligibility  performance evaluation  learning (artificial intelligence)  neural nets  absolute differences  speech quality  relative loss  single-channel speech enhancement  noisy speech  ideal ratio mask  phase-sensitive mask  mean square error  loss function  absolute error values  magnitude spectra  deep learning  clean speech recovery  short-time objective intelligibility  signal-to-distortion ratio  segmental signal-to-noise ratio  performance evaluation  
Real-time segmentation of various insulators using generative adversarial networks 期刊论文
IET COMPUTER VISION, 2018, 卷号: 12, 期号: 5, 页码: 596-602
作者:  Chang, Wenkai;  Yang, Guodong;  Yu, Junzhi;  Liang, Zize
Adobe PDF(4584Kb)  |  收藏  |  浏览/下载：369/63  |  提交时间：2019/12/16
image segmentation  insulators  neural nets  power engineering computing  real-time pixel-level segmentation  generative adversarial networks  insulator segmentation algorithm  cluttered background  artificial thresholds  compact end-to-end neural network  visual saliency map  proposed two-stage training  segmentation quality  
Image enhancement for outdoor long-range surveillance using IQ-learning multiscale Retinex 期刊论文
IET IMAGE PROCESSING, 2017, 卷号: 11, 期号: 9, 页码: 786-795
作者:  Liu, Haoting;  Lu, Hanqing;  Zhang, Yu
收藏  |  浏览/下载：250/0  |  提交时间：2018/03/03
Image Enhancement  Video Surveillance  Image Restoration  Wavelet Transforms  Neural Nets  Backpropagation  Outdoor Long-range Surveillance  Blind Iq-learning Multiscale Retinex  Visible Light Camera-based  Image Enhancement Method  Blind Image Quality Learning Multiscale Retinex  Image Brightness Degree  Image Region Contrast Degree  Image Edge Blur Degree  Image Colour Quality Degree  Image Noise Degree  Wavelet Transform Multiscale Retinex  Wt_msr  Multiple Optimal Control Parameter  Mocp  Backpropagation Neural Network  Bpnn  
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
浏览  |  Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：396/124  |  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  
Variability of structure of abstract neural automata and the ability of thought 期刊论文
KYBERNETES, 2003, 卷号: 32, 期号: 9-10, 页码: 1549-1554
作者:  Xi, GC
收藏  |  浏览/下载：118/0  |  提交时间：2015/11/08
Cybernetics  Neural Nets  Philosophical Concepts  
Abstract neural automata on compact Riemannian manifold 期刊论文
KYBERNETES, 2003, 卷号: 32, 期号: 9-10, 页码: 1540-1548
作者:  Xi, GC
收藏  |  浏览/下载：113/0  |  提交时间：2015/11/08
Cybernetics  Neural Nets  Intelligence