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发表日期:2022
资助机构:National Key Research and Development Program of China
专题:多模态人工智能系统全国重点实验室
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Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:
Wang, Xiaona
;
Chen, Jiahao
;
Qiao, Hong
Adobe PDF(2080Kb)
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浏览/下载:133/10
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提交时间:2023/03/20
Muscles
Recurrent neural networks
Mathematical models
Bio-inspired control
Robot kinematics
Tendons
Musculoskeletal system
Biologically inspired control
motor cortex
movement preparation
musculoskeletal system
recurrent neural network (RNN)
Rethinking Pretraining as a Bridge From ANNs to SNNs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Lin, Yihan
;
Hu, Yifan
;
Ma, Shijie
;
Yu, Dongjie
;
Li, Guoqi
收藏
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浏览/下载:289/0
  |  
提交时间:2023/03/20
Training
Task analysis
Neurons
Pipelines
Artificial neural networks
Feature extraction
Transfer learning
Event-driven dataset
neural network (NN) analysis
pretraining technique
spiking NN (SNN)
transfer learning
Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 53, 期号: 4, 页码: 2062-2072
作者:
Zhao, Chen
;
Dai, Xingyuan
;
Lv, Yisheng
;
Niu, Jinglong
;
Lin, Yilun
Adobe PDF(1921Kb)
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浏览/下载:249/5
  |  
提交时间:2023/02/22
Intelligent Transportation Systems (ITS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Cyber–Physical–Social Systems (CPSS)
Narrowing the Gap: Improved Detector Training With Noisy Location Annotations
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6369-6380
作者:
Wang, Shaoru
;
Gao, Jin
;
Li, Bing
;
Hu, Weiming
Adobe PDF(1489Kb)
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浏览/下载:239/31
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提交时间:2022/11/14
Annotations
Noise measurement
Detectors
Task analysis
Training
Object detection
Degradation
Object detection
noisy label
Bayesian estimation
teacher-student learning
Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 16, 页码: 14273-14286
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Wang, Fei-Yue
Adobe PDF(2684Kb)
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浏览/下载:446/37
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提交时间:2022/09/19
Collaboration
Artificial intelligence
Data models
Computational modeling
Smart contracts
Blockchain
Distributed databases
Artificial intelligence (AI) collaboration
blockchain
ensemble learning
federated learning (FL)
smart contracts
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:
Ye, Xue
;
Fang, Shen
;
Sun, Fang
;
Zhang, Chunxia
;
Xiang, Shiming
Adobe PDF(3491Kb)
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浏览/下载:254/34
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提交时间:2022/09/19
Traffic prediction
Spatial-temporal modeling
Meta-learning
Attention mechanism
Deep learning
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2273-2286
作者:
Huang, Yi
;
Yang, Xiaoshan
;
Gao, Junyun
;
Xu, Changsheng
Adobe PDF(2409Kb)
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浏览/下载:358/72
  |  
提交时间:2022/07/25
Videos
Feature extraction
Visualization
Task analysis
Computational modeling
Target recognition
Prototypes
Egocentric videos
exocentric videos
holographic feature
multi-domain
action recognition
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing, 2022, 2022, 卷号: 0, 0, 期号: 0, 页码: 0, 0
作者:
Yajing, Wu
;
Xuebing, Yang
;
Yongqiang, Tang
;
Chenyang, Zhang
;
Guoping, Zhang
;
Wensheng, Zhang
Adobe PDF(10052Kb)
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浏览/下载:317/76
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提交时间:2022/04/06
Quantitative precipitation forecasting
graph convolutional networks (GCN)
spatiotemporal model
radar-rain gauge data merging
Quantitative precipitation forecasting
graph convolutional networks (GCN)
spatiotemporal model
radar-rain gauge data merging
Classifying Clear Air Echoes via Static and Motion Streams Network
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Qu, Yuxun
;
Zhang, Chenyang
;
Yang, Xuebing
;
Wu, Yajing
;
Zhang, Wensheng
;
Zhang, Guoping
Adobe PDF(2306Kb)
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浏览/下载:324/48
  |  
提交时间:2022/01/27
Radar
Radar imaging
Atmospheric modeling
Training
Streaming media
Image segmentation
Image sequences
Classification of nonprecipitation echoes
clear air echoes
feature fusion
radar image segmentation