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actual evaluation – ReLU Neuron Derivative Answer

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actual evaluation – ReLU Neuron Derivative

Question.
How can a pair of two synthetic neurons of the ReLU activation duty approximate a sole neuron of the Heaviside step duty activation?

Tnx.


Definitions.
We outline the features as follows:
$$
textual content{ReLU}(x) := max{(x, 0)}
textual content{Step}(x) := mathbb{1}[x ge 0] $$

And a neuron of the activation duty $psi$ as $f_{psi,w,b}(x) := psi(w cdot x – b)$.

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