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科研机构
自动化研究所 [20]
兰州理工大学 [2]
计算技术研究所 [2]
数学与系统科学研究院 [2]
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期刊论文 [25]
会议论文 [4]
学位论文 [3]
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2020 [32]
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Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning
会议论文
Canberra, Australia, December 1-4
作者:
Zixiang Ding
;
Yaran Chen
;
Nannan Li
;
Dongbin Zhao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/10/19
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:
Lan, Yazhu
;
Nixon, Kent W.
;
Guo, Qingli
;
Zhang, Guohe
;
Xu, Yuanchao
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  |  
浏览/下载:36/0
  |  
提交时间:2021/12/01
Perturbation methods
Computational modeling
Data integrity
Detectors
Optimization
Field programmable gate arrays
Hardware
Adversarial attacks
confidence detection
deep neural networks (DNNs)
FPGA-based hardware architecture
sensor pattern noise (SPN)
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:
Yuan, Yong
;
Chen, Chen
;
Hu, Xiyuan
;
Peng, Silong
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  |  
浏览/下载:122/0
  |  
提交时间:2021/03/08
entropy
image classification
learning (artificial intelligence)
neural nets
object detection
optimisation
quantisation (signal)
network structure
DNN
low-bit quantization
time-consuming training
compressor-based fast nonuniform quantization method
quantization model
post-training quantization methods
deep neural networks
network quantization
compressor-based nonuniform quantization
CNQ
Non-uniform quantization
Knowledge distillation
Unlabeled samples
Network compression
Six-DOF Spacecraft Optimal Trajectory Planning and Real-Time Attitude Control: A Deep Neural Network-Based Approach
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 5005-5013
作者:
Chai, Runqi
;
Tsourdos, Antonios
;
Savvaris, Al
;
Chai, Senchun
;
Xia, Yuanqing
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  |  
浏览/下载:15/0
  |  
提交时间:2021/01/06
Attitude control
Real-time systems
Trajectory optimization
Trajectory planning
Attitude control
bilevel structure
deep neural network (DNN)
six-degree-of-freedom (6-DOF) hypersonic vehicle (HV)
trajectory planning
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:59/0
  |  
提交时间:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
基于DNN的光热电站聚光场太阳直接法向辐射预测模型
期刊论文
工业仪表与自动化装置, 2020, 期号: 2020-05, 页码: 129-133
作者:
李锦键
;
王兴贵
;
杨维满
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/11/11
光热发电系统
直接法向辐射
深度神经网络
时间序列预测
MSpectraAI: a powerful platform for deciphering proteome profiling of multi-tumor mass spectrometry data by using deep neural networks
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 15
作者:
Wang, Shisheng
;
Zhu, Hongwen
;
Zhou, Hu
;
Cheng, Jingqiu
;
Yang, Hao
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2020/12/24
Raw mass spectrometry data
Proteome profiling
Feature swath extraction
Deep neural networks
Multi-tumor types
Leave-one-out cross prediction strategy
Online estimation of voltage stability margin via deep neural network with consideration of the local structures in power grid
期刊论文
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 页码: 17
作者:
Bai, Xiwei
;
Tan, Jie
;
Ma, Shiying
;
Liu, Daowei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/01/07
deep neural network
grid topology
local structures
voltage stability margin
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 卷号: 5, 期号: 4, 页码: 6639-6646
作者:
Qin, Fangbo
;
Lin, Shan
;
Li, Yangming
;
Bly, Randall A.
;
Moe, Kris S.
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/12/04
Computer vision for medical robotics
medical robots and systems
deep learning for visual perception
object detection
segmentation and categorization
基于图形显著性检测的残差网络特征融合跟踪算法
期刊论文
激光与光电子学进展, 2020, 卷号: 57, 期号: 18, 页码: 181025-1-8
作者:
金潓[1,2]
;
李新阳[1]
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/05/11
[4790047]目标跟踪
残差神经网络
特征融合
基于图形的视觉显著性检测算法
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