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科研机构
自动化研究所 [21]
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期刊论文 [12]
会议论文 [8]
学位论文 [1]
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2022 [2]
2021 [2]
2020 [2]
2019 [2]
2018 [2]
2017 [1]
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专题:自动化研究所
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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
Improving Extreme Low-bit Quantization with Soft Threshold
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 页码: 1549 - 1563
作者:
Xu WX(许伟翔)
;
Wang PS(王培松)
;
Cheng J(程健)
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/06/20
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Wang, Peisong
;
Li, Fanrong
;
Li, Gang
;
Cheng, Jian
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 14
作者:
Li, Zhikai
;
Ma, Liping
;
Long, Xianlei
;
Chen, Yunze
;
Deng, Haitao
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/03/17
Hardware image processing
Hessian matrix
high-speed vision
laser centerline extraction
line-section 3-D reconstruction
An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 7, 页码: 4796-4806
作者:
Li, Jianquan
;
Long, Xianlei
;
Xu, De
;
Gu, Qingyi
;
Ishii, Idaku
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  |  
浏览/下载:15/0
  |  
提交时间:2020/08/03
Field-programmable gate array (FPGA)
hardware implementation
histogram of oriented gradient (HOG)
object detection
pixel projection
ultrahigh-speed vision
A Hardware Descriptive Approach to Beetle Antennae Search
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89059-89070
作者:
Yue, Zongcheng
;
Li, Gang
;
Jiang, Xiangyuan
;
Li, Shuai
;
Cheng, Jian
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/07/20
Field programmable gate arrays
Hardware design languages
Optimization
Directive antennas
Genetic algorithms
Hardware
FPGA
beetle antennae search
Verilog HDL
optimization algorithm
A novel hardware-oriented ultra-high-speed object detection algorithm based on convolutional neural network
期刊论文
JOURNAL OF REAL-TIME IMAGE PROCESSING, 2019, 期号: 17, 页码: 1703-1714
作者:
Li, Jianquan
;
Long, Xianlei
;
Hu, Shenhua
;
Hu, Yiming
;
Gu, Qingyi
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2020/08/03
FPGA implementation
High-speed vision
Fast-object detection
Convolutional neural network
An FPGA-Based Ultra-High-Speed Object Detection Algorithm with Multi-Frame Information Fusion
期刊论文
SENSORS, 2019, 卷号: 19, 期号: 17, 页码: 16
作者:
Long, Xianlei
;
Hu, Shenhua
;
Hu, Yiming
;
Gu, Qingyi
;
Ishii, Idaku
收藏
  |  
浏览/下载:67/0
  |  
提交时间:2019/12/16
ultra-high-speed vision
object detection
field-programmable gate array
histogram of oriented gradient
multi-frame information fusion model
Parallel Polar Encoding in 5G Communication
会议论文
巴西纳塔尔, 2018-6
作者:
Yang Guo
;
Shaolin Xie
;
Zijun Liu
;
Lei Yang
;
Donglin Wang
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2019/05/10
Recent advances in efficient computation of deep convolutional neural networks
期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 卷号: 19, 期号: 1, 页码: 64-77
作者:
Cheng, Jian
;
Wang, Pei-song
;
Li, Gang
;
Hu, Qing-hao
;
Lu, Han-qing
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2018/05/05
Deep Neural Networks
Acceleration
Compression
Hardware Accelerator
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