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A Golden Ratio Primal–Dual Algorithm for Structured Convex Optimization
期刊论文
Journal of Scientific Computing, 2021, 卷号: 87, 期号: 2
作者:
Chang, Xiaokai
;
Yang, Junfeng
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  |  
浏览/下载:9/0
  |  
提交时间:2021/06/03
Convex optimization
Game theory
Mathematical transformations
Matrix algebra
Regression analysis
Convex combinations
Ergodic convergence
Matrix vector multiplication
Nonnegative least squares
Number of iterations
Objective functions
Regularized least squares
Structured convex optimizations
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:
Fan, Shengyu
;
Yu, Hui
;
Lu, Dianjie
;
Liu, Zhiyong
;
Liu, Fangai
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  |  
浏览/下载:37/0
  |  
提交时间:2019/08/16
Convolutional neural network
sparse matrix vector multiplication
neural networks
convolution
sparse matrices
Influence of Compact Memristors' Stability on Machine Learning
期刊论文
IEEE ACCESS, 2019, 卷号: 7
作者:
Zhu, Ruohua
;
Ye, Shizhuo
;
Tang, Zhiri
;
Lin, Peng
;
Huang, Qijun
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Memristor
stability
vector-matrix multiplication
feed-forward network
data clustering
Design and Implementation of Adaptive SpMV Library for Multicore and Many-Core Architecture
期刊论文
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2018, 卷号: 44, 期号: 4, 页码: 25
作者:
Tan, Guangming
;
Liu, Junhong
;
Li, Jiajia
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  |  
浏览/下载:23/0
  |  
提交时间:2019/12/10
Sparse matrix vector multiplication
auto-tuning
multicore
machine learning
A parallel computing method using blocked format with optimal partitioning for SpMV on GPU
期刊论文
Journal of Computer and System Sciences, 2018, 卷号: 92, 页码: 152-170
作者:
Yang, Wangdong*
;
Li, Kenli*
;
Li, Keqin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/24
Blocked format
CPU/GPU
Dynamic programming
Heterogeneous parallel computing
Partitioning
Reordering
Sparse matrix–vector multiplication
A hybrid computing method of SpMV on CPU-GPU heterogeneous computing systems
期刊论文
Journal of Parallel and Distributed Computing, 2017, 卷号: 104, 页码: 49-60
作者:
Yang, Wangdong
;
Li, Kenli*
;
Li, Keqin
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/24
Heterogeneous computing
Hybrid storage format
Partition
Sparse matrix–vector multiplication
A parallel solving method for block-tridiagonal equations on CPU–GPU heterogeneous computing systems
期刊论文
The Journal of Supercomputing, 2017, 卷号: Vol.73 No.5, 页码: 1760-1781
作者:
Yang, WD
;
Li, KL
;
Li, KQ
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/31
Block tridiagonal
Linear equations
Sparse matrix-vector multiplication
Solving
A hybrid computing method of SpMV on CPU–GPU heterogeneous computing systems
期刊论文
Journal of Parallel and Distributed Computing, 2017, 卷号: Vol.104, 页码: 49-60
作者:
Yang, Wangdong
;
Li, Kenli
;
Li, Keqin
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/31
Heterogeneous computing
Hybrid storage format
Partition
Sparse matrix–vector multiplication
Performance Analysis and Optimization for SpMV on GPU Using Probabilistic Modeling.
期刊论文
IEEE Transactions on Parallel & Distributed Systems, 2015, 卷号: Vol.26 No.1, 页码: 196-205
作者:
Li, KL
;
Yang, WD
;
Li, KQ
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
Arrays
GPU
Graphics processing units
Instruction sets
Performance analysis
performance modeling
probability mass function
Silicon
Sparse matrices
sparse matrix-vector multiplication
Vectors
Performance Optimization Using Partitioned SpMV on GPUs and Multicore CPUs
期刊论文
Computers, IEEE Transactions on, 2015, 卷号: Vol.64 No.9, 页码: 2623-2636
作者:
Yang, WD
;
Li, KL
;
Mo, ZY
;
Li, KQ
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/31
GPU
matrix partition
multicore CPU
probability distribution
sparse matrix-vector multiplication
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