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The other answer gives a good overview of the differences between MLPs and CNNs, and it includes 2 diagrams that attempt to illustrate the main differences between MLPs and CNNs, i.e. sparse connectivity and weight sharing. However, these diagrams do not clarify what a neuron in a CNN could be. A better diagram, which illustrates what a neuron is in a CNN, ...


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