Computer scienceData scienceMachine learningIntroduction to deep learning

Basics of neural network architecture

The parameter count

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Let's consider the fully connected network below:

A synthetic neural network with an input(3 nodes), output(1 node), HL1 (4 nodes), and HL2(2 nodes)

If we assume the weights (also known as the connections between the nodes in different layers) to be parameters, how many parameters does this network have?

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