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UFLDL exercise9 Convolution and Pooling
... images from the STL-10 dataset in the earlier exercise on linear decoders for classifying images from a reduced STL-10 dataset applying convolution and pooling. The reduced STL-10 dataset comprises 64x64 images from 4 classes (airplane, car, cat, dog).
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A guide to convolution arithmetic for deep learning
... 内容见目录:
1 Introduction
1.1 Discrete convolutions . . . . . . . . . . . . . . . . . . . . . . . . . 6
1.2 Pooling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
2 Convolution arithmetic
2.1 No zero padding, unit strides . . . . . . . . ...
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