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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：122/0
|
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
Combined optimisation of waveform and quantisation thresholds for multistatic radar systems
期刊论文
IET SIGNAL PROCESSING, 2018, 卷号: 12, 期号: 5, 页码: 559-565
作者:
Zhu, Jiang
;
Ji, Daxiong
;
Xu, Zhiwei
;
Si, Bailu
收藏
|
浏览/下载：3/0
|
提交时间：2021/02/02
numerical analysis
data compression
Gaussian noise
radar signal processing
quantisation (signal)
optimisation
combined waveform-quantisation threshold optimisation strategy
distributed receivers
fusion centre
capacity constraints
cloud radio-multistatic radar system
additive quantisation Gaussian noise model
real quantisation system
received signal compression
scalar quantiser
numerical simulations
Combined optimisation of waveform and quantisation thresholds for multistatic radar systems
期刊论文
IET Signal Processing, 2018, 卷号: 12, 期号: 5, 页码: 559-565
作者:
Zhu, Jiang
;
Xu, Zhiwei
;
Ji DX(冀大雄)
;
Si BL(斯白露)
收藏
|
浏览/下载：19/0
|
提交时间：2018/07/01
Combined optimisation of waveform and quantisation thresholds for multistatic radar systems
期刊论文
IET Signal Processing, 2018, 卷号: 12, 期号: 5, 页码: 559-565
作者:
Xu, Zhiwei
;
Zhu, Jiang
;
Ji DX(冀大雄)
;
Si BL(斯白露)
;
Zhang X(张鑫)
收藏
|
浏览/下载：11/0
|
提交时间：2018/07/01
Multi-bit quantisation for similarity-preserving hashing
期刊论文
IET COMPUTER VISION, 2018, 卷号: Vol.12 No.5, 页码: 616-622
作者:
Liang, Dong
;
Zhu, Ming
;
Tang, Jun
;
Su, Liang Liang
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|
浏览/下载：6/0
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提交时间：2019/04/24
quantisation
cryptography
search problems
Big Data
Hamming codes
image segmentation
learning
image coding
multibit quantisation
similarity-preserving hashing
hashing-based approximate nearest neighbour search
Big Data
Hamming space
MBQ method
Matthews correlation coefficient
MCC
original data point distribution information
multiple bits per projection dimension
image data sets
feature space
Multi-bit quantisation for similarity-preserving hashing
期刊论文
IET Computer Vision, 2018, 卷号: Vol.12 No.5, 页码: 616-622
作者:
Liang, Dong
;
Zhu, Ming
;
Tang, Jun
;
Su, Liang Liang
收藏
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浏览/下载：4/0
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提交时间：2019/04/24
Dynamic sliding mode controller design for networked control systems with random packet loss and event driven quantisation
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2018, 卷号: 12, 页码: 2433-2440
作者:
Xi, Zhiyu
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浏览/下载：8/0
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提交时间：2019/12/30
quantisation (signal)
variable structure systems
control system synthesis
networked control systems
stability
closed loop systems
random packet loss
logarithmic quantiser
quantisation process
dynamic sliding mode controller design
networked control system
event driven quantisation
wireless communication channel
closed loop stability
mean square stability
VQ-based compressive sensing with high compression quality
期刊论文
ELECTRONICS LETTERS, 2017, 卷号: 53, 页码: 1196-1198
作者:
Fan, Haiju
;
Li, Ming
;
Mao, Wentao
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浏览/下载：4/0
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提交时间：2019/12/30
compressed sensing
quantisation (signal)
image reconstruction
VQ-based compressive sensing
high compression quality
vector quantisation
error matrix
reconstruction effect
peak signal-to-noise ratio
A vector quantization based approach for CFA data compression in wireless endoscopy capsule
期刊论文
2010, 2010
Xiaowen Li
;
Guolin Li
;
Xiang Xie
;
Zhihua Wang
收藏
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浏览/下载：3/0
Min-sum approximation decoding of LDPC codes with adaptive non-uniform quantization
期刊论文
2010, 2010
Liu Binbin
;
Bai Dong
;
Mei Shunliang
收藏
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浏览/下载：3/0
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