Convolutional Neural Networks

Understand the mathematical operation of convolution and discover the use of convolution to construct a convolutional neural network to function on discrete images.

What is a convolution?

Convolution is a linear mathematical operation that combines two signals or mathematical functions, f(x)f(x) and g(x)g(x), to produce an output signal, h(x)h(x). Mathematically:

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