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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
Robust Curb Detection Based on the Accessible Route Analysis and Key Frames Prediction
会议论文
2021-5-28
作者:
Yu ZH(余泽海)
;
Zhu H(祝辉)
;
Lin LL(林玲龙)
;
Yang HZ(杨浩哲)
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  |  
浏览/下载:64/0
  |  
提交时间:2021/12/08
Autonomous driving
curb detection
LiDAR
accessible route
key frame
Bayesian filter
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture
期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2021, 卷号: 20, 期号: 2, 页码: 86-89
作者:
Wang, Lei
;
Xiong, Xingwang
;
Zhan, Jianfeng
;
Gao, Wanling
;
Wen, Xu
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  |  
浏览/下载:12/0
  |  
提交时间:2021/12/01
Microarchitecture
Tools
Measurement
Pipelines
Java
Entropy
Runtime
Whole-picture workload characterization
intermediate representation
ISA
microarchitecture
A Top-Down Binary Hierarchical Topic Model for Biomedical Literature
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 59870-59882
作者:
Lin, Xiaoguang
;
Liu, Mingxuan
;
Zhang, Ju
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  |  
浏览/下载:4/0
  |  
提交时间:2020/08/24
Topic model
topic hierarchy
binary modality
biomedical literature
text mining
Context aware intrusion detection for building automation systems
期刊论文
COMPUTERS & SECURITY, 2019, 卷号: 85, 页码: 181-201
作者:
Pan, Zhiwen
;
Hariri, Salim
;
Pacheco, Jesus
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  |  
浏览/下载:64/0
  |  
提交时间:2019/12/10
Internet of Things
Network security
Context awareness
Supervised learning
Data mining
Intrusion detection
An Instruction Set Architecture for Machine Learning
期刊论文
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2019, 卷号: 36, 期号: 3, 页码: 35
作者:
Chen, Yunji
;
Lan, Huiying
;
Du, Zidong
;
Liu, Shaoli
;
Tao, Jinhua
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  |  
浏览/下载:19/0
  |  
提交时间:2020/12/10
A factorial based particle swarm optimization with a population adaptation mechanism for the no-wait flow shop scheduling problem with the makespan objective
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 卷号: 126, 页码: 41-53
作者:
Zhao, Fuqing
;
Qin, Shuo
;
Yang, Guoqiang
;
Ma, Weimin
;
Zhang, Chuck
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/15
Particle swarm optimization
No-wait flow shop scheduling problem
Factorial representation
Runtime analysis
Variable neighborhood search
Makespan
Real-Time Multi-Scale Face Detector on Embedded Devices
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 9, 页码: 22
作者:
Zhao, Xu
;
Liang, Xiaoqing
;
Zhao, Chaoyang
;
Tang, Ming
;
Wang, Jinqiao
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  |  
浏览/下载:60/0
  |  
提交时间:2019/05/16
face detection
ARM-based devices
model acceleration
computer vision
Approximation guarantees of evolutionary optimization on the minimum crossing spanning tree problem
期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 卷号: 22, 页码: 409-417
作者:
Zhang, Jianping
;
Zhou, Hong
;
Gao, Huimin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
Minimum crossing spanning tree
Evolutionary algorithms
Approximation guarantee
Multiobjective optimization
Runtime analysis
Invited paper: Beagle: A new framework for smart contracts taking account of law
会议论文
Proceedings - 13th IEEE International Conference on Service-Oriented System Engineering, SOSE 2019, 10th International Workshop on Joint Cloud Computing, JCC 2019 and 2019 IEEE International Workshop on Cloud Computing in Robotic Systems, CCRS 2019, 2019-04-04
作者:
Tsai, W.-T.
;
Ge, N.
;
Jiang, J.
;
Feng, K.
;
He, J.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Cloud computing
Formal verification
Robotics
Systems engineering
Blockchains
Code development
Domain analysis
Execution framework
Legal contracts
Runtime Monitoring
Templates
Verification-and-validation
Contracts
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