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科研机构
计算技术研究所 [9]
内容类型
期刊论文 [9]
发表日期
2020 [9]
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发表日期:2020
专题:计算技术研究所
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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:18/0
  |  
提交时间:2021/12/01
Gradient sparsification
lifetime
neural networks
training-in-memory
wear-leveling
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
Exploring Implicit and Explicit Geometrical Structure of Data for Deep Embedded Clustering
期刊论文
NEURAL PROCESSING LETTERS, 2020, 页码: 16
作者:
Zhu, Xiaofei
;
Do, Khoi Duy
;
Guo, Jiafeng
;
Xu, Jun
;
Dietze, Stefan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/12/10
Deep neural networks
Stacked autoencoder
Manifold constraint
Clustering
Space-address decoupled scratchpad memory management for neural network accelerators
期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:
Zhang, Zhenxing
;
Sun, Shiyan
;
Chen, Xunyu
;
Zhi, Tian
;
Guo, Qi
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/12/10
deep neural network
memory management
scratchpad memory
Self-Aware Neural Network Systems: A Survey and New Perspective
期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:
Du, Zidong
;
Guo, Qi
;
Zhao, Yongwei
;
Chen, Yunji
;
Xu, Zhiwei
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/12/10
Artificial neural networks
Neurons
Self-aware
Monitoring
Sensors
Program processors
Logic gates
Self-aware neural network (NN) processors
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks
期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 36-45
作者:
He, Xin
;
Yan, Guihai
;
Lu, Wenyan
;
Zhang, Xuan
;
Liu, Ke
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/12/10
Resilience
Energy consumption
Approximate computing
Collaboration
Computational modeling
Artificial neural networks
Optimization
Neural network
Energy efficient computing
Network pruning
Approximate computing
CoL-GAN: Plausible and Collision-Less Trajectory Prediction by Attention-Based GAN
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 101662-101671
作者:
Liu, Shaohua
;
Liu, Haibo
;
Bi, Huikun
;
Mao, Tianlu
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/12/10
Trajectory
Generative adversarial networks
Gallium nitride
Predictive models
Collision avoidance
Decoding
Generators
Trajectory prediction
generative adversarial network
deep learning
Scene Recognition With Prototype-Agnostic Scene Layout
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 5877-5888
作者:
Chen, Gongwei
;
Song, Xinhang
;
Zeng, Haitao
;
Jiang, Shuqiang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/12/10
Layout
Semantics
Prototypes
Image recognition
Convolution
Neural networks
Deformable models
Scene classification
convolution neural networks
graph neural networks
scene layout
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