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期刊论文 [93]
会议论文 [9]
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2020 [104]
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发表日期:2020
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A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
作者:
Meng, Lingwei
;
Dong, Di
;
Li, Liang
;
Niu, Meng
;
Bai, Yan
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/03/02
COVID-19
Computed tomography
Lung
Hospitals
Biomedical imaging
Training
Coronavirus disease 2019 (COVID-19)
prognosis
computed tomography
deep learning
artificial intelligence
Prediction of human odour assessments based on hedonic tone method using instrument measurements and multi-sensor data fusion integrated neural networks
期刊论文
BIOSYSTEMS ENGINEERING, 2020, 卷号: 200, 页码: 272-283
作者:
Chang, Fangle
;
Heinemann, Paul H.
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/03/08
Hedonic tone
Electronic nose
zNose (TM)
Artificial Neural Networks
Multi-sensor data fusion
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
Swallow: A Versatile Accelerator for Sparse Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:
Liu, Bosheng
;
Chen, Xiaoming
;
Han, Yinhe
;
Xu, Haobo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/12/01
Accelerator
convolutional (Conv) layers
fully connected (FC) layers
sparse neural networks (SNNs)
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4707-4720
作者:
Cai, Yi
;
Lin, Yujun
;
Xia, Lixue
;
Chen, Xiaoming
;
Han, Song
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
Gradient sparsification
lifetime
neural networks
training-in-memory
wear-leveling
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Zhao, Dongcheng
;
Zeng, Yi
;
Zhang, Tielin
;
Shi, Mengting
;
Zhao, Feifei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/01/06
SNN
plasticity
brain
local STDP
global feedback alignment
A new method of predicting the saturation pressure of oil reservoir and its application
期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2020, 卷号: 45, 期号: 55, 页码: 30244-30253
作者:
Yu GY
;
Xu F
;
Cui YZ
;
Li XL
;
Kang CJ
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2020/12/28
Oil reservoir
RANDOM FOREST
Saturation pressure
HETEROGENEITY
Random forest
Decision tree
ANN
Empirical formula
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:
Cai, Yi
;
Chen, Xiaoming
;
Tian, Lu
;
Wang, Yu
;
Yang, Huazhong
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/12/10
Artificial neural networks
Nonvolatile memory
Encryption
Computational modeling
Hardware
Non-volatile memory (NVM)
compute-in-memory (CIM)
neural network
security
encryption
CT-based deep learning radiomics analysis for evaluation of serosa invasion in advanced gastric cancer
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2020, 卷号: 132, 页码: 8
作者:
Sun, Rui-Jia
;
Fang, Meng-Jie
;
Tang, Lei
;
Li, Xiao-Ting
;
Lu, Qiao-Yuan
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/01/06
Stomach neoplasms
Multi-detector computed tomography
Radiomics
Deep learning
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
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