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 [5]
采集方式
OAI收割 [5]
内容类型
期刊论文 [5]
发表日期
2022 [1]
2021 [4]
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Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
作者:
Li, Gang
;
Liu, Zejian
;
Li, Fanrong
;
Cheng, Jian
  |  
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2022/06/10
Convolution
Field programmable gate arrays
System-on-chip
Task analysis
Random access memory
Tensors
Memory management
Block convolution
convolutional neural network (CNN) accelerator
field-programmable gate array (FPGA)
memory efficient
off-chip transfer
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 2021, 页码: 13, 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
  |  
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/01/27
Convolution
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
OAI收割
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021, 期号: 2021.5, 页码: 1-1
作者:
Li, Gang
;
Liu, Zejian
;
Li, Fanrong
;
Cheng, Jian
  |  
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2022/02/15
block convolution
memory-efficient
off-chip transfer
fpga
cnn accelerator
Seam Feature Point Acquisition Based on Efficient Convolution Operator and Particle Filter in GMAW
期刊论文
OAI收割
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 2, 页码: 1220-1230
作者:
Fan, Junfeng
;
Deng, Sai
;
Ma, Yunkai
;
Zhou, Chao
;
Jing, Fengshui
  |  
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2021/03/02
Welding
Target tracking
Vision sensors
Feature extraction
Cameras
Robots
Convolution
Efficient convolution operator (ECO)
particle filter (PF)
robot intelligent welding
seam feature acquisition
structured light vision
DLA+: A Light Aggregation Network for Object Classification and Detection
期刊论文
OAI收割
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 963-972
作者:
Fu-Tian Wang
;
Xin Wang
;
Xin Wang
;
Li Yang
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/11/26
Light weight
image classification
channel attention
efficient convolution
object detection