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科研机构
计算技术研究所 [11]
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期刊论文 [11]
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2022 [1]
2021 [1]
2020 [2]
2019 [4]
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A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:
Xie, Zhen
;
Tan, Guangming
;
Liu, Weifeng
;
Sun, Ninghui
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/12/01
Libraries
Sparse matrices
Prediction algorithms
Neural networks
Predictive models
Memory management
Tuners
SpGEMM
spare BLAS
sparse format
auto-tuning
neural network
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1792-1804
作者:
Zhou, Bo
;
Zhou, S. Kevin
;
Duncan, James S.
;
Liu, Chi
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/12/01
Tomographic reconstruction
cascaded network
projection data fidelity layer
RedSCAN
limited angle
sparse view
Architecting Effectual Computation for Machine Learning Accelerators
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:
Lu, Hang
;
Zhang, Mingzhe
;
Han, Yinhe
;
Wang, Qi
;
Li, Huawei
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/12/10
Computational modeling
Throughput
Adders
Machine learning
Acceleration
Kernel
Computational efficiency
Accelerator architectures
neural network hardware
multiplying circuits
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985
作者:
Zeng, Xi
;
Zhi, Tian
;
Zhou, Xuda
;
Du, Zidong
;
Guo, Qi
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/12/10
Accelerator
architecture
deep neural networks
sparsity
SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:
Yang, Shijie
;
Li, Liang
;
Wang, Shuhui
;
Zhang, Weigang
;
Huang, Qingming
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/12/10
Semantics
Correlation
Visualization
Skeleton
Matrix decomposition
Kernel
Laplace equations
Unsupervised multi-view subspace learning
semantic inconsistency
tensor factorization
deep auto-encoders
Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 10, 页码: 2960-2971
作者:
Wu, Zhe
;
Su, Li
;
Huang, Qingming
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  |  
浏览/下载:50/0
  |  
提交时间:2019/12/10
Video saliency
feature integration
fully convolutional network
Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network
期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 345-359
作者:
Wang, Yibo
;
Han, Dong
;
Zhou, Shengyuan
;
Zhi, Tian
;
Liu, Shaoli
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  |  
浏览/下载:50/0
  |  
提交时间:2019/08/16
Float-Fix
Neural network
Hardware accelerator
Data type
SynergyFlow: An Elastic Accelerator Architecture Supporting Batch Processing of Large-Scale Deep Neural Networks
期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2019, 卷号: 24, 期号: 1, 页码: 27
作者:
Jiang, Shuhao
;
Wu, Jingya
;
Li, Xiaowei
;
Li, Jiajun
;
Yan, Guihai
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2019/04/03
Deep neural networks
convolutional neural networks
accelerator
architecture
resource utilization
complementary effect
Extreme learning machine with kernel model based on deep learning
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2017, 卷号: 28, 期号: 8, 页码: 1975-1984
作者:
Ding, Shifei
;
Guo, Lili
;
Hou, Yanlu
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/12
Extreme learning machine (ELM)
Deep-learning (DL)
Convolutional neural network (CNN)
CKELM
Noise-resistant network: a deep-learning method for face recognition under noise
期刊论文
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2017, 页码: 14
作者:
Ding, Yuanyuan
;
Cheng, Yongbo
;
Cheng, Xiaoliu
;
Li, Baoqing
;
You, Xing
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/12/12
Face recognition
Deep neural network
ROC
Noise
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