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科研机构
自动化研究所 [9]
海洋研究所 [2]
深海科学与工程研究所 [1]
内容类型
期刊论文 [12]
发表日期
2024 [12]
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PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 106, 页码: 13
作者:
Fang, Shen
;
Ji, Wei
;
Xiang, Shiming
;
Hua, Wei
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/07/03
Traffic forecasting
Spatio-temporal graph neural network
Pre-training
The Vertical Metabolic Activity and Community Structure of Prokaryotes along Different Water Depths in the Kermadec and Diamantina Trenches
期刊论文
MICROORGANISMS, 2024, 卷号: 12, 期号: 4, 页码: 17
作者:
Liu, Hao
;
Jing, Hongmei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/05/27
water column
benthic boundary layer
microbial metabolic activity
Kermadec Trench
Diamantina Trench
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings
期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:
Rui, Chuang
;
Sun, Zhengya
;
Zhang, Wensheng
;
Liu, Anan
;
Wei, Zhiqiang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/05/28
El Niño-Southern Oscillation (ENSO)
deep learning for ENSO prediction
self-attention ConvLSTM
temporal embeddings
spring prediction barrier
Advancing Spiking Neural Networks Toward Deep Residual Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 15
作者:
Hu, Yifan
;
Deng, Lei
;
Wu, Yujie
;
Yao, Man
;
Li, Guoqi
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
Degradation problem
neuromorphic computing
residual neural network
spiking neural network (SNN)
Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:
Qi, Jifeng
;
Sun, Guimin
;
Xie, Bowen
;
Li, Delei
;
Yin, Baoshu
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  |  
浏览/下载:6/0
  |  
提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Meng, Gaofeng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/02/21
Data mining
multimodal knowledge discovery
precipitation nowcasting
Prediction of 3-D Ocean Temperature Based on Self-Attention and Predictive RNN
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Yue, Weihao
;
Xu, Yongsheng
;
Xiang, Liang
;
Zhu, Shanliang
;
Huang, Chao
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  |  
浏览/下载:2/0
  |  
提交时间:2024/06/04
Climate change
Recurrent neural networks
Temperature measurement
Ocean temperature
Predictive models
Global gridded temperature data with Barnes objective analysis (BOA-ARGO)
predictive recurrent neural network (PredRNN)
self-attention
Learning Multi-Resolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces
期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1-13
作者:
Tao X(陶显)
;
Shaohua Yan
;
Xinyi Gong
;
Chandranath Adak
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  |  
浏览/下载:1/0
  |  
提交时间:2024/06/04
Fusion Networks of CNN and Transformer with Channel Attention for Accurate Tumor Imaging in Magnetic Particle Imaging
期刊论文
BIOLOGY-BASEL, 2024, 卷号: 13, 期号: 1, 页码: 17
作者:
Shang, Yaxin
;
Liu, Jie
;
Wang, Yueqi
;
Bertrand, Helene
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  |  
浏览/下载:3/0
  |  
提交时间:2024/03/26
magnetic particle imaging
convolutional neural network
transformer
tumor imaging
accurate quantification
GraphFM: Graph Factorization Machines for Feature Interaction Modeling
期刊论文
Machine Intelligence Research, 2024, 页码: 1
作者:
Shu Wu
;
Zekun Li
;
Yunyue Su
;
Zeyu Cui
;
Xiaoyu Zhang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/06/21
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