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自动化研究所 [34]
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期刊论文 [134]
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Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization
期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 卷号: 60, 期号: 12, 页码: 6054-6064
作者:
Gui, Sheng
;
Chen, Zhaodi
;
Lu, Benzhuo
;
Chen, Minxin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Editorial: Computational Learning Models and Methods Driven by Omics for Precision Medicine
期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 4
作者:
Zhu, Lei
;
Cai, Hongmin
;
Zhang, Fa
;
Zou, Quan
;
Wei, Yanjie
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/12/01
omics
machine learning
drug
RNA
disease
biomarker
network analysis
deep learning
Learning salient features to prevent model drift for correlation tracking
期刊论文
NEUROCOMPUTING, 2020, 卷号: 418, 页码: 1-10
作者:
Zhang, Yu
;
Gao, Xingyu
;
Chen, Zhenyu
;
Zhong, Huicai
;
Li, Liang
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
Salient features
Drift prevention
Correlation tracking
Yanshanian Orogeny During North China's Drifting Away From the Trench: Implications of Numerical Models
期刊论文
TECTONICS, 2020, 卷号: 39, 期号: 12, 页码: 22
作者:
Yang, Ting
;
Liu, Shaofeng
;
Guo, Peng
;
Leng, Wei
;
Yang, An
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  |  
浏览/下载:157/0
  |  
提交时间:2021/04/21
North China
large‐
scale mantle flow
slab subduction
terrane accretion
overriding plate deformation
Yanshanian orogeny
Multiobjective Optimal Parking Maneuver Planning of Autonomous Wheeled Vehicles
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 12, 页码: 10809-10821
作者:
Chai, Runqi
;
Tsourdos, Antonios
;
Savvaris, Al
;
Chai, Senchun
;
Xia, Yuanqing
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2020/12/04
Optimization
Trajectory
Planning
Autonomous vehicles
Wheels
Acceleration
Adaptation models
Adaptive parameter controller
automatic parking
trajectory optimization
tradeoff front
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
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
收藏
  |  
浏览/下载:37/0
  |  
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)
Swallow: A Versatile Accelerator for Sparse Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4881-4893
作者:
Liu, Bosheng
;
Chen, Xiaoming
;
Han, Yinhe
;
Xu, Haobo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/12/01
Accelerator
convolutional (Conv) layers
fully connected (FC) layers
sparse neural networks (SNNs)
GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Zhao, Dongcheng
;
Zeng, Yi
;
Zhang, Tielin
;
Shi, Mengting
;
Zhao, Feifei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/01/06
SNN
plasticity
brain
local STDP
global feedback alignment
Prioritizing phthalate esters (PAEs) using experimental in vitro/vivo toxicity assays and computational in silico approaches
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2020, 卷号: 398, 页码: 12
作者:
Hamid, Naima
;
Junaid, Muhammad
;
Manzoor, Rakia
;
Jia, Pan-Pan
;
Pei, De-Sheng
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2020/12/01
Mixture toxicity
Phthalates
HPG axis
Estrogen receptor
Zebrafish
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