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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:24/0
  |  
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
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:21/0
  |  
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
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
On-Chip Hardware Accelerator for Automated Diagnosis Through Human-Machine Interactions in Healthcare Delivery
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2019, 卷号: 16, 页码: 206-217
作者:
Hou, Weigang
;
Ning, Zhaolong
;
Hu, Xiping
;
Guo, Lei
;
Deng, Xiaolan
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2019/12/02
Automated cyber-physical system (ACPS)
automated diagnosis
human-machine interactions
optical network-on-chip (ONoC)
Wireless Sensor Node with Lightning and Atmospheric Pressure Detection for Severe Convective Weather Warning Networks
会议论文
2018 INTERNATIONAL SYMPOSIUM IN SENSING AND INSTRUMENTATION IN IOT ERA (ISSI), 2018-01-01
作者:
Wan Xue-fen
;
Yang Yi
;
Cui Jian
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
severe convictive weather
early weather warning service network
wireless sensor network
LoRa
programable system on chip
Embedded System Confidentiality Protection by Cryptographic Engine Implemented with Composite Field Arithmetic
会议论文
MATEC Web of Conferences
作者:
Wang, W.
;
Wang, X.
;
Du, P.
;
Tian, Y.
;
Zhang, X.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Computer circuits
Cryptography
Engines
Hardware
Hardware security
Network security
Programmable logic controllers
System-on-chip
Composite field arithmetics
Cryptographic engines
Encryption and decryption
Hardware implementations
Memory encryption
Proposed architectures
Protection methods
Resource consumption
Embedded systems
Constructing Edge-Colored Graph for Heterogeneous Networks
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2015, 卷号: 30, 期号: 5, 页码: 1154-1160
作者:
Hou, Rui
;
Wu, Ji-Gang
;
Chen, Yawen
;
Zhang, Haibo
;
Sui, Xiu-Feng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/13
network reliability
homogeneous fault
fault tolerance
reconfigurable system
network-on-chip
Characterization of Leaf-Inspired Microfluidic Chips for Pumpless Fluid Transport
期刊论文
JOURNAL OF BIONIC ENGINEERING, 2014, 卷号: 11, 期号: [db:dc_citation_issue], 页码: 109-114
作者:
He, Jiankang
;
Mao, Mao
;
Li, Dichen
;
Liu, Yaxiong
;
Jin, Zhongmin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/03
pumpless
microfluidic network
biomimetics
leaf-inspired
lab-on-a-chip system
适用于医疗监护的BAN节点SoC设计与应用开发
学位论文
2014, 2014
曾文龙
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2016/01/12
System on Chip (SoC)
Direct Memory Acess (DMA)
Hardware-Software Codesign
Body Area Network (BAN)
Telemedicine
System on Chip (SoC)
Direct Memory Acess (DMA)
Hardware-Software Codesign
Body Area Network (BAN)
Telemedicine
A Parallel BP Neural Network Based on the FPGA
会议论文
作者:
Qian Xiang-Ping
;
Guo Yu-Hui
;
Zhou De-Tai
;
Zeng Xian-Qiang
;
Yarlagadda, P
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2018/08/20
Neural network
Field programmable gate array(FPGA)
Back Propagation algorithm
Parallel architecture
System On Programmable Chip(SOPC)
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