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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification
期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:
Xi, Dongbo
;
Zhuang, Fuzhen
;
Liu, Yanchi
;
Zhu, Hengshu
;
Zhao, Pengpeng
;
Tan, Chang
;
He, Qing
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2021/12/01
Global transition patterns
Personal preferences
Missing POI category identification
A Two-Stage Triplet Network Training Framework for Image Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3128-3138
作者:
Min, Weiqing
;
Mei, Shuhuan
;
Li, Zhuo
;
Jiang, Shuqiang
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/01
Image retrieval
Feature extraction
Convolution
Training
Image representation
Task analysis
Measurement
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
;
Wang, Yu
;
Yang, Huazhong
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
Gradient sparsification
lifetime
neural networks
training-in-memory
wear-leveling
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:32/0
  |  
提交时间:2021/12/01
Accelerator
convolutional (Conv) layers
fully connected (FC) layers
sparse neural networks (SNNs)
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:
Lan, Yazhu
;
Nixon, Kent W.
;
Guo, Qingli
;
Zhang, Guohe
;
Xu, Yuanchao
;
Li, Hai
;
Chen, Yiran
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/12/01
Perturbation methods
Computational modeling
Data integrity
Detectors
Optimization
Field programmable gate arrays
Hardware
Adversarial attacks
confidence detection
deep neural networks (DNNs)
FPGA-based hardware architecture
sensor pattern noise (SPN)
A deep neural network compression algorithm based on knowledge transfer for edge devices
期刊论文
COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194
作者:
Chen, Yanming
;
Li, Chao
;
Gong, Luqi
;
Wen, Xiang
;
Zhang, Yiwen
;
Shi, Weisong
收藏
  |  
浏览/下载:342/0
  |  
提交时间:2020/12/10
Edge device
Deep learning
Neural network compression
Knowledge transfer
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:325/0
  |  
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
Leveraging maximum entropy and correlation on latent factors for learning representations
期刊论文
NEURAL NETWORKS, 2020, 卷号: 131, 页码: 312-323
作者:
He, Zhicheng
;
Liu, Jie
;
Dang, Kai
;
Zhuang, Fuzhen
;
Huang, Yalou
收藏
  |  
浏览/下载:299/0
  |  
提交时间:2020/12/10
Non-negative Matrix Factorization
Maximum entropy
Correlated latent factor learning
A Spatial-Temporal Positioning Algorithm Using Residual Network and LSTM
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 11, 页码: 9251-9261
作者:
Wang, Rongrong
;
Luo, Haiyong
;
Wang, Qu
;
Li, Zhaohui
;
Zhao, Fang
;
Huang, Jingyu
收藏
  |  
浏览/下载:147/0
  |  
提交时间:2020/12/10
Wireless fidelity
Feature extraction
Fingerprint recognition
Residual neural networks
Deep learning
Robustness
Degradation
Convolutional neural network (CNN)
indoor positioning
long short-term memory (LSTM)
residual network
spatial-temporal
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3614-3626
作者:
Li, Guangli
;
Ma, Xiu
;
Wang, Xueying
;
Liu, Lei
;
Xue, Jingling
;
Feng, Xiaobing
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/12/01
Deep learning system
edge intelligence
model compression and acceleration
neural networks