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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:300/0
  |  
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
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浏览/下载:199/0
  |  
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)
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浏览/下载:482/76
  |  
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
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浏览/下载:290/0
  |  
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
Adobe PDF(3253Kb)
  |  
收藏
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浏览/下载:437/132
  |  
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
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  |  
浏览/下载:128/0
  |  
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
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  |  
浏览/下载:127/0
  |  
提交时间:2015/11/08
Cybernetics
Neural Nets
Intelligence