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A GAN combined with Graph Contrastive Learning for Traffic Forecasting 会议论文
, New York, 2023-11
作者:  Xu BW(许宝文);  Wang XL(王学雷);  Liu ZJ(刘振杰);  Kang LW(康丽雯)
Adobe PDF(986Kb)  |  收藏  |  浏览/下载：38/19  |  提交时间：2024/06/26
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks 会议论文
, YOKOHAMA, 30 June - 5 July 2024
作者:  Yang Li;  Yinqian Sun;  Xiang He;  Yiting Dong;  Dongcheng Zhao;  Yi Zeng
Adobe PDF(959Kb)  |  收藏  |  浏览/下载：83/31  |  提交时间：2024/05/31
Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6713Kb)  |  收藏  |  浏览/下载：70/5  |  提交时间：2024/03/26
Data mining  Precipitation nowcastin  Transformer  
Large sequence models for sequential decision-making: a survey 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2023, 卷号: 17, 期号: 6, 页码: 18
作者:  Wen, Muning;  Lin, Runji;  Wang, Hanjing;  Yang, Yaodong;  Wen, Ying;  Mai, Luo;  Wang, Jun;  Zhang, Haifeng;  Zhang, Weinan
Adobe PDF(1351Kb)  |  收藏  |  浏览/下载：163/9  |  提交时间：2023/11/17
sequential decision-making  sequence modeling  the Transformer  training system  
Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 1, 页码: 15
作者:  Ren, Guanghao;  Wang, Yun;  Shi, Zhenyun;  Zhang, Guigang;  Jin, Feng;  Wang, Jian
Adobe PDF(5165Kb)  |  收藏  |  浏览/下载：366/8  |  提交时间：2023/02/22
remaining useful life estimation  aero-engine  convolutional autoencoder  temporal convolutional network  
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)  |  收藏  |  浏览/下载：546/55  |  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)  |  收藏  |  浏览/下载：282/38  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Self-Attention Transducers for End-to-End Speech Recognition 会议论文
, Graz, Austria, September 15–19, 2019
作者:  Zhengkun Tian;  Jiangyan Yi;  Jianhua Tao;  Ye Bai;  Zhengqi Wen
Adobe PDF(278Kb)  |  收藏  |  浏览/下载：142/51  |  提交时间：2022/06/14
Elimination of stripe artifacts in light sheet fluorescence microscopy using an attention-based residual neural network 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 3, 页码: 1292-1311
作者:  Wei, Zechen;  Wu, Xiangjun;  Tong, Wei;  Zhang, Suhui;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6522Kb)  |  收藏  |  浏览/下载：281/19  |  提交时间：2022/06/06
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：349/47  |  提交时间：2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)