Deep Learning | Wei Zhu's DL Station
标签 Deep Learning 下的文章
[转载]深度学习论文笔记:OverFeat

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[转载]深度学习论文笔记:OverFeat

原文转自:http://blog.csdn.net/chenli2010/article/details/25204241 今天我们要谈论的文章为: OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks. ICLR2014. 这是...
DIY Deep Learning for Vision- a Hands-On Tutorial with Caffe

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DIY Deep Learning for Vision- a Hands-On Tutorial with Caffe

Examples: Logistic Regression (in Python): http://nbviewer.ipython.org/github/BVLC/caffe/blob/dev/examples/hdf5_classification.ipynb Lea...
[转载]深度学习进阶线路图

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[转载]深度学习进阶线路图

【研究动态】深度学习进阶线路图(一) 在应用机器学习的时候,最耗时和重要的阶段是对原始数据进行特征提取。深度学习是一个新的机器学习的分支,他要做的就是跨过整个...
Coursera: Neural Networks for Machine Learning- Lecture 14

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Coursera: Neural Networks for Machine Learning- Lecture 14

DBN(信息量较大)

Coursera: Neural Networks for Machine Learning- Lecture 12

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Coursera: Neural Networks for Machine Learning- Lecture 12

2012_An efficient learning procedure for deep Boltzmann Machine ICML2008_Training restricted Boltzmann machines using approximations to the likelihood gradient(PCD) ...
Coursera: Neural Networks for Machine Learning- Lecture 11

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Coursera: Neural Networks for Machine Learning- Lecture 11

Energy-based Models

Coursera: Neural Networks for Machine Learning- Lecture 5

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Coursera: Neural Networks for Machine Learning- Lecture 5

Object recognition & CNN

Coursera: Neural Networks for Machine Learning- Lecture 4

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Coursera: Neural Networks for Machine Learning- Lecture 4

Language Models & Softmax output

Coursera: Neural Networks for Machine Learning- Lecture 3

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Coursera: Neural Networks for Machine Learning- Lecture 3

Learning procedure of Neural Networks

Coursera: Neural Networks for Machine Learning- Lecture 2

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Coursera: Neural Networks for Machine Learning- Lecture 2

An overview of the main types of neural networks architecture