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Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory

{作为CNN学习入门的一部分,笔者在这里逐步给出UFLDL的各章节Exercise的个人代码实现,供大家参考指正}

UFLFL的Wiki部分并没有介绍CNN网络在添加了Convolutional Layer 以及 Pooling Layer之后的Fine-tuning方法,在UFLDL的Tutorial部分找到了相关的介绍,再次进行了进一步的整理和说明:

Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory
Convolutional neural networks(CNN) (十二) Convolutional Neural Network Theory

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