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Unsupervised Image Feature Learning for Convolutional Neural Networks

机译：卷积神经网络的无监督图像特征学习

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作者
Hankins, Richard.;
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作者单位

The University of Manchester (United Kingdom).;

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授予单位 The University of Manchester (United Kingdom).;
学科
学位 Ph.D.
年度 2019
页码 230 p.
总页数 230
原文格式 PDF
正文语种 eng
中图分类 AAI27814651;
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1. STDP-based Unsupervised Feature Learning using Convolution-over-time in Spiking Neural Networks for Energy-Efficient Neuromorphic Computing [J] . Srinivasan Gopalakrishnan, Panda Priyadarshini, Roy Kaushik ACM Journal on Emerging Technologies in Computing Systems . 2018,第4期

机译：基于STDP的无监督功能学习在尖刺神经网络中使用卷积 - 用于节能神经形态计算
2. Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks [J] . Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg, IEEE Transactions on Pattern Analysis and Machine Intelligence . 2016,第9期

机译：具有示例性卷积神经网络的判别性无监督特征学习
3. Convolutional neural networks for relevance feedback in content based image retrieval A Content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback [J] . Lorenzo Putzu, Luca Piras, Giorgio Giacinto Multimedia Tools and Applications . 2020,第37a38期

机译：基于内容的图像检索的相关反馈的卷积神经网络基于内容的图像检索系统，用于利用特征提取和相关性反馈的卷积神经网络
4. Improving deep convolutional neural networks with unsupervised feature learning [C] . Nguyen Kien, Fookes Clinton, Sridharan Sridha IEEE International Conference on Image Processing . 2015

机译：通过无监督特征学习改进深度卷积神经网络
5. Investigation of Convolutional Neural Network Architectures for Image-based Feature Learning and Classification. [D] . Ren, Johnny. 2016

机译：基于图像的特征学习和分类的卷积神经网络体系结构研究。
6. Denoising of 3D Brain MR Images with Parallel Residual Learning of Convolutional Neural Network Using Global and Local Feature Extraction [O] . Liang Wu, Shunbo Hu, Changchun Liu 2021

机译：使用全局和局部特征提取与卷积神经网络的平行剩余学习的3D脑MR图像的去噪
7. Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks [O] . Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg, 2016

机译：具有示例性卷积神经网络的判别无监督特征学习

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