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Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
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:23/0
  |  
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
Design of Lidar Data Acquisition and Control System in High Repetition Rate and Photon-Counting Mode: Providing Testing for Space-Borne Lidar
期刊论文
SENSORS, 2022, 卷号: 22
作者:
Cheng, Liangliang
;
Xie, Chenbo
;
Zhao, Ming
;
Li, Lu
;
Yang, Hao
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/12/23
data acquisition
lidar control
SoC FPGA
photon-counting
space-borne lidar
Deep-Sea: A Reconfigurable Accelerator for Classic CNN
期刊论文
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 卷号: 2022, 页码: 23
作者:
Xiong, Hao
;
Sun, Kelin
;
Zhang, Bing
;
Yang, Jingchuan
;
Xu, Huiping
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2022/05/20
Impact of High TID Irradiation on Stability of 65 nm SRAM Cells
期刊论文
IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2022, 卷号: 69, 期号: 5, 页码: 1044-1050
作者:
Cui, JW (Cui, Jiangwei) [1]
;
Zheng, QW (Zheng, Qiwen) [1]
;
Li, YD (Li, Yudong) [1]
;
Guo, Q (Guo, Qi) [1]
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/06/21
SRAM cells
Radiation effects
Arrays
Stability criteria
Circuit stability
Voltage measurement
Logic gates
Stability
static random-access memory (SRAM) cell
total ionizing dose (TID)
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:
Liang, Shengwen
;
Wang, Ying
;
Liu, Cheng
;
He, Lei
;
Li, Huawei
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/12/01
Neural networks
Hardware
System-on-chip
Task analysis
Feature extraction
Memory management
Graph neural network
accelerator architecture
hardware acceleration
Design of an energetic particle radiation diagnostic spectroscopy system based on national core chips and Qt on Linux in EAST
期刊论文
NUCLEAR SCIENCE AND TECHNIQUES, 2021, 卷号: 32
作者:
Zheng, Ying-Ying
;
Zhang, Zi-Han
;
Li, Qiang
;
Cao, Hong-Rui
;
Zhang, Yong-Qiang
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/08/30
Spectroscopy system
National chip
Qt
Energetic particle radiation
Experimental advanced superconducting tokamak
Co-Active: A Workload-Aware Collaborative Cache Management Scheme for NVMe SSDs
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1437-1451
作者:
Sun, Hui
;
Dai, Shangshang
;
Huang, Jianzhong
;
Qin, Xiao
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
Time factors
Nonvolatile memory
Memory management
Parallel processing
Sun
Protocols
Degradation
Cache management
NAND flash
solid state disks
proactive write back
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
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:34/0
  |  
提交时间:2022/02/15
block convolution
memory-efficient
off-chip transfer
fpga
cnn accelerator
An Edge 3D CNN Accelerator for Low-Power Activity Recognition
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 5, 页码: 918-930
作者:
Wang, Ying
;
Wang, Yongchen
;
Shi, Cong
;
Cheng, Long
;
Li, Huawei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
Three-dimensional displays
Two dimensional displays
Arrays
Feature extraction
System-on-chip
Redundancy
3D CNN
activity analysis
CNN accelerator
network-on-chip
video
Compiler-assisted Operator Template Library for DNN Accelerators
期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021, 页码: 18
作者:
Li, Jiansong
;
Cao, Wei
;
Dong, Xiao
;
Li, Guangli
;
Wang, Xueying
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
DNN Accelerators
Template Library
Address Space Management
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