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自动化研究所 [20]
兰州理工大学 [3]
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合肥物质科学研究院 [2]
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期刊论文 [28]
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2022 [29]
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Deep Learning for Brain MRI Confirms Patterned Pathological Progression in Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2022, 页码: 19
作者:
Pan, Dan
;
Zeng, An
;
Yang, Baoyao
;
Lai, Gangyong
;
Hu, Bing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/22
Alzheimer's disease
deep learning
longitudinal trajectories of neurodegeneration
structural magnetic resonance imaging
ClusterST: Clustering Spatial-Temporal Network for Traffic Forecasting
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Luo, Guiyang
;
Zhang, Hui
;
Yuan, Quan
;
Li, Jinglin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Index Terms- Traffic forecasting
graph convolutional network
spatial-temporal networks
over-smoothing
Rolling bearing fault diagnosis by Markov transition field and multi-dimension convolutional neural network
期刊论文
Measurement Science and Technology, 2022, 卷号: 33, 期号: 11
作者:
Lei, Chunli
;
Xue, Linlin
;
Jiao, Mengxuan
;
Zhang, Huqiang
;
Shi, Jiashuo
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  |  
浏览/下载:36/0
  |  
提交时间:2022/09/22
Chemical activation
Convolution
Convolutional neural networks
Fault detection
Neural network models
Roller bearings
Activation functions
Condition
Convolutional neural network
E-rectified linear unit activation function
Faults diagnosis
Linear units
Markov transition field
Multi dimensions
Multi-dimension attention
Transition fields
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26
作者:
Wang, Shurun
;
Tang, Hao
;
Gao, Lifu
;
Tan, Qi
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  |  
浏览/下载:19/0
  |  
提交时间:2022/12/23
Attention mechanism
motion estimation
surface electromyography
temporal convolutional network
A traffic flow-forecasting model based on multi-head spatio-temporal attention and adaptive graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022, 卷号: 33, 期号: 10
作者:
Zhang, Hong
;
Kan, Sunan
;
Cao, Jie
;
Chen, Linlong
;
Zhao, Tianxin
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  |  
浏览/下载:25/0
  |  
提交时间:2022/09/22
Traffic flow forecasting
deep learning
multi-head spatio-temporal attention mechanism
graph convolutional network
spatio-temporal correlation
Subgraph-aware graph structure revision for spatial-temporal graph modeling
期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
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  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 1-13
作者:
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
;
Wang, Jihang
;
Zhang, Qian
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/11/14
Spiking Neural Network
Capsual Neural Netowrk
Biologically Plausible Routing
Noise Robustness
Affine Transformation Robustness
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
作者:
Wei, Junhang
;
Cui, Shaowei
;
Hu, Jingyi
;
Hao, Peng
;
Wang, Shuo
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/06/10
Robots
Convolutional neural networks
Visualization
Informatics
Feature extraction
Task analysis
Haptic interfaces
Auditory and haptic information
deep learning
multimodal fusion
physical reasoning
unknown surface material classification (USMC)
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