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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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发表日期:2021
专题:中国科学院计算技术研究所期刊论文
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On Performance Optimization and Quality Control for Approximate-Communication-Enabled Networks-on-Chip
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 11, 页码: 1817-1830
作者:
Xiao, Siyuan
;
Wang, Xiaohang
;
Palesi, Maurizio
;
Singh, Amit Kumar
;
Wang, Liang
;
Mak, Terrence
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/12/01
Optimization
Quality control
Approximate computing
System performance
Power demand
Measurement
Runtime
Approximate computing
many-core system
networks-on-chip
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:
Yang, Zhiyong
;
Xu, Qianqian
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/12/01
Task analysis
Convergence
Predictive models
Diseases
Collaborative work
Optimization
Training
Block diagonal structural learning
negative transfer
multi-task learning
global convergence
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Deng, Lei
;
Wu, Yujie
;
Hu, Yifan
;
Liang, Ling
;
Li, Guoqi
;
Hu, Xing
;
Ding, Yufei
;
Li, Peng
;
Xie, Yuan
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/06/21
Neurons
Computational modeling
Quantization (signal)
Optimization
Encoding
Task analysis
Synapses
Activity regularization
alternating direction method of multiplier (ADMM)
connection pruning
spiking neural network (SNN) compression
weight quantization
Follow the perturbed approximate leader for solving semi-bandit combinatorial optimization
期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 5, 页码: 12
作者:
Yang, Feidiao
;
Chen, Wei
;
Zhang, Jialin
;
Sun, Xiaoming
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/12/01
online learning
online combinatorial optimization
semi-bandit
follow-the-perturbed-leader
SOOP: Efficient Distributed Graph Computation Supporting Second-Order Random Walks
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 5, 页码: 985-1001
作者:
Niu, Songjie
;
Zhou, Dongyan
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
second-order random walk (SOW)
Node2Vec
second-order PageRank
distributed graph computation
SOOP (second-order random walks with on-demand probability computation)
Oops! It's Too Late. Your Autonomous Driving System Needs a Faster Middleware
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 7301-7308
作者:
Wu, Tianze
;
Wu, Baofu
;
Wang, Sa
;
Liu, Liangkai
;
Liu, Shaoshan
;
Bao, Yungang
;
Shi, Weisong
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/01
Embedded systems for robotic and automation
software architecture for robotic and automation
distributed robot systems
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:
Tan, Guangming
;
Shui, Chaoyang
;
Wang, Yinshan
;
Yu, Xianzhi
;
Yan, Yujin
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/01
Pipeline processing
Graphics processing units
Computer architecture
Supercomputers
Clustering algorithms
Programming
Optimization
LINPACK algorithm
software pipeline
performance model
heterogeneous computing
cluster
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:
Cheng, Daning
;
Li, Shigang
;
Zhang, Hanping
;
Xia, Fen
;
Zhang, Yunquan
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/12/01
Training
Scalability
Machine learning
Machine learning algorithms
Stochastic processes
Task analysis
Upper bound
Parallel training algorithms
training dataset
scalability
stochastic optimization methods
COMTOP: Protein Residue-Residue Contact Prediction through Mixed Integer Linear Optimization
期刊论文
MEMBRANES, 2021, 卷号: 11, 期号: 7, 页码: 21
作者:
Reza, Md Selim
;
Zhang, Huiling
;
Hossain, Md Tofazzal
;
Jin, Langxi
;
Feng, Shengzhong
;
Wei, Yanjie
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/12/01
protein residue-residue contact
contact prediction
mixed integer linear programming
machine learning
protein sequence
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:
Zhang, Enze
;
Zhang, Boheng
;
Hu, Shaohan
;
Zhang, Fa
;
Liu, Zhiyong
;
Wan, Xiaohua
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/12/01
Protein pattern recognition
DNNs
Multi-class and multi-label
Label imbalance
High-throughput microscopy images