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Customized Federated Learning for accelerated edge computing with heterogeneous task targets
期刊论文
COMPUTER NETWORKS, 2020, 卷号: 183, 页码: 13
作者:
Jiang, Hui
;
Liu, Min
;
Yang, Bo
;
Liu, Qingxiang
;
Li, Jizhong
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/12/01
Edge computing
Federated Learning
Convergence performance
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:13/0
  |  
提交时间:2021/12/01
omics
machine learning
drug
RNA
disease
biomarker
network analysis
deep learning
Change detection with absolute difference of multiscale deep features
期刊论文
NEUROCOMPUTING, 2020, 卷号: 418, 页码: 102-113
作者:
Huang, Rui
;
Zhou, Mo
;
Zhao, Qiang
;
Zou, Yaobin
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/12/01
Change detection
Absolute difference
Deep learning
Multiscale
Completely distributed neuro-learning consensus with position constraints and partially unknown control directions
期刊论文
Neurocomputing, 2020, 卷号: 418, 页码: 251-262
作者:
Yang, Nana
;
Li, Junmin
;
He, Chao
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  |  
浏览/下载:5/0
  |  
提交时间:2020/11/14
Iterative methods
Composite energy function
Control directions
Distributed learning
Finite time intervals
Nonlinear multi-agent systems
Nussbaum functions
Simulation example
Unknown control direction
Multi-Stage Cortical Plasticity Induced by Visual Contrast Learning
期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 14, 页码: 15
作者:
Xi, Jie
;
Zhang, Pan
;
Jia, Wu-Li
;
Chen, Nihong
;
Yang, Jia
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/03/01
contrast gain
ERP
latency
perceptual learning
response gain
Predicting future locations of moving objects with deep fuzzy-LSTM networks
期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
作者:
Li, Mingxiao
;
Lu, Feng
;
Zhang, Hengcai
;
Chen, Jie
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  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Location prediction
fuzzy space partition
mobile phone data
trajectory data mining
deep learning
Identifying Psychological Symptoms Based on Facial Movements
期刊论文
FRONTIERS IN PSYCHIATRY, 2020, 卷号: 11, 页码: 11
作者:
Wang, Xiaoyang
;
Wang, Yilin
;
Zhou, Mingjie
;
Li, Baobin
;
Liu, Xiaoqian
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/01
mental health
psychological symptoms
SCL-90
facial movements
machine learning
multitrait-multimethod matrix
Parallel Spatial-Temporal Self-Attention CNN-Based Motor Imagery Classification for BCI
期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Liu, Xiuling
;
Shen, Yonglong
;
Liu, Jing
;
Yang, Jianli
;
Xiong, Peng
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  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
motor imagery
EEG
BCI
spatial-temporal self-attention
deep learning
Multi-task autoencoder based classification-regression model for patient-specific VMAT QA
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2020, 卷号: 65, 期号: 23, 页码: 12
作者:
Wang, Le
;
Li, Jiaqi
;
Zhang, Shuming
;
Zhang, Xile
;
Zhang, Qilin
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2021/01/06
VMAT QA
patient-specific QA
deep learning
radiotherapy
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3088-3100
作者:
Gao, Junyu
;
Xu, Changsheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/01
Semantics
Task analysis
Visualization
Training
Message passing
Pattern recognition
Neural networks
Zero-shot video classification
graph neural network
zero-shot learning
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