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Java Deep Learning Projects by Md. Rezaul Karim

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Convolutional operations

A convolution is a mathematical operation that slides one function over another and measures the integrity of their pointwise multiplication. Convolutional layers are probably the most important building blocks in a CNN. For the first conv layer, neurons are not connected to every single pixel in the input image, but only to pixels in their receptive fields (refer to the preceding diagram), whereas each neuron in the second conv layer is only connected to neurons located within a small rectangle in the first layer:

Each convolutional neuron only processes data for its receptive field

In Chapter 2Cancer Types Prediction ...

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