中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [9]
计算技术研究所 [8]
长春光学精密机械与物... [2]
金属研究所 [1]
地理科学与资源研究所 [1]
重庆绿色智能技术研究... [1]
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OAI收割 [22]
内容类型
期刊论文 [17]
会议论文 [4]
SCI/SSCI论文 [1]
发表日期
2024 [4]
2023 [1]
2022 [4]
2021 [2]
2020 [3]
2018 [1]
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学科主题
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BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:
Wu, Donglei
;
Yang, Weihao
;
Zou, Xiangyu
;
Feng, Hao
;
Tao, Dingwen
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/06
Indexes
Costs
Computational modeling
Distance learning
Computer aided instruction
Training
Tensors
Distributed learning
communication compression
random sampling
neural network
From Model to Reality: A Robust Framework for Automatic Generation of Welding Paths
期刊论文
OAI收割
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 页码: 12
作者:
Ma, Yunkai
;
Fan, Junfeng
;
Zhao, Sihan
;
Jing, Fengshui
;
Wang, Shuo
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/07/04
Welding
Point cloud compression
Vision sensors
Solid modeling
Robot kinematics
Cameras
Intelligent sensors
CAD model
deep neural network
robotic welding
spatial curve weld
welding path generation
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network
期刊论文
OAI收割
MACHINE LEARNING, 2024, 页码: 14
作者:
Pei, Songwen
;
Wang, Jiyao
;
Zhang, Bingxue
;
Qin, Wei
;
Xue, Hai
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/05/20
Big data
Compression
Deep learning
Pseudo-mean mixed-precision quantization
Pruned neural network
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:
Chen, Yanming
;
Wu, Gang
;
Shuai, Mingrui
;
Lou, Shubin
;
Zhang, Yiwen
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/05/20
Neural network
Model compression
Filter pruning
Attention
Rank enhancement
CNNs
Pruning-aware Sparse Regularization for Network Pruning
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
作者:
Nan-Fei Jiang
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/04/23
Deep learning
convolutional neural network (CNN)
model compression and acceleration
network pruning
regularization
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs
期刊论文
OAI收割
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 375-387
作者:
Ma, Xiu
;
Li, Guangli
;
Liu, Lei
;
Liu, Huaxiao
;
Wang, Xueying
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/07/12
Deep learning systems
Neural network compression
Filter pruning
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning
期刊论文
OAI收割
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 124, 页码: 11
作者:
Li, Guangli
;
Ma, Xiu
;
Wang, Xueying
;
Yue, Hengshan
;
Li, Jiansong
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/07
Edge intelligence
Deep learning
Neural network compression
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:
Xu, Ting-Bing
;
Liu, Cheng-Lin
  |  
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/02/16
Training
Nonlinear distortion
Data models
Neural networks
Knowledge engineering
Network architecture
Generalization error
network compression
representation invariance
self-distillation (SD)
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies
期刊论文
OAI收割
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:
Yang Wu
;
Ding-Heng Wang
;
Xiao-Tong Lu
;
Fan Yang
;
Man Yao
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/04/23
Visual recognition
deep neural networks (DNNS)
brain-inspired methodologies
network compression
dynamic inference
survey
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Deng, Lei
;
Wu, Yujie
;
Hu, Yifan
;
Liang, Ling
;
Li, Guoqi
  |  
收藏
  |  
浏览/下载:35/0
  |  
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