What would be the activation function (a1 or a2) for each neuron (n1, n2 and n3)?
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the most appropriate activation function for the output neuron(s) of a feedforward neural network used for regression problems (as in your application) is a linear activation, even if you first normalize your data.
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the most appropriate activation on the function for each neuron..
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