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Heterogeneous Graph Neural Network With Multi-View Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 11, 页码: 11476-11488
作者:  Shao, Zezhi;  Xu, Yongjun;  Wei, Wei;  Wang, Fei;  Zhang, Zhao;  Zhu, Feida
收藏  |  浏览/下载：7/0  |  提交时间：2024/05/20
Heterogeneous graphs  graph neural networks  graph embedding  
A Review of Deep Learning Application on Drug Activity Prediction 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2022, 卷号: 49, 期号: 8, 页码: 1498-1519
作者:  Liu Li-Mei;  Chen Xiao-Jin;  Sun Shi-Wei;  Wang Yu;  Wang Hui;  Mei Shu-Li;  Wang Yao-Jun
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
machine learning  deep learning  molecular drug  activity prediction  
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features 期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:  Wang, Tengxiao;  Shi, Cong;  Zhou, Xichuan;  Lin, Yingcheng;  He, Junxian;  Gan, Ping;  Li, Ping;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
Neuromorphic computing  Spiking neural networks  SNN  Compressive sensing  Object classification  Multi-spike encoding  
Happy Emotion Recognition From Unconstrained Videos Using 3D Hybrid Deep Features 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 35524-35538
作者:  Samadiani, Najmeh;  Huang, Guangyan;  Hu, Yu;  Li, Xiaowei
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Feature extraction  Emotion recognition  Face recognition  Videos  Three-dimensional displays  Long short term memory  Visualization  Facial landmarks  facial expression recognition  long short term memory  multi-layer neural networks  happy emotion recognition  
A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文
COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194
作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen;  Shi, Weisong
收藏  |  浏览/下载：342/0  |  提交时间：2020/12/10
Edge device  Deep learning  Neural network compression  Knowledge transfer  
Machine Learning Computers With Fractal von Neumann Architecture 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 998-1014
作者:  Zhao, Yongwei;  Fan, Zhe;  Du, Zidong;  Zhi, Tian;  Li, Ling;  Guo, Qi;  Liu, Shaoli;  Xu, Zhiwei;  Chen, Tianshi;  Chen, Yunji
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Machine learning  Computers  Fractals  Programming  Computer architecture  Graphics processing units  Matrix decomposition  Machine learning  architecture  neural networks  programming efficiency  
Supervised representation learning for multi-label classification 期刊论文
MACHINE LEARNING, 2019, 卷号: 108, 期号: 5, 页码: 747-763
作者:  Huang, Ming;  Zhuang, Fuzhen;  Zhang, Xiao;  Ao, Xiang;  Niu, Zhengyu;  Zhang, Min-Ling;  He, Qing
收藏  |  浏览/下载：95/0  |  提交时间：2019/08/16
Representation learning  Multi-label learning  Two-encoding-layer autoencoder  
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:  Fan, Shengyu;  Yu, Hui;  Lu, Dianjie;  Jiao, Shuai;  Xu, Weizhi;  Liu, Fangai;  Liu, Zhiyong
收藏  |  浏览/下载：240/0  |  提交时间：2019/08/16
Convolutional neural network  sparse matrix vector multiplication  neural networks  convolution  sparse matrices  
Research of stacked denoising sparse autoencoder 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 7, 页码: 2083-2100
作者:  Meng, Lingheng;  Ding, Shifei;  Zhang, Nan;  Zhang, Jian
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Autoencoder  Stacked autoencoders  Feature extraction  Unsupervised learning  Sparse coding  Deep learning  
无权访问的条目 学位论文
作者:  李响
Adobe PDF(1004Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2018/11/28