Compute the derivative of the logistic sigmoid


Problem

Compute the derivative of the logistic sigmoid σ(x), hyperbolic tangent tanh(x), and ReLU's ramp(x) activation functions. For logistic sigmoid and hyperbolic tangent, express the derivative in terms of the original function.

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Computer Engineering: Compute the derivative of the logistic sigmoid
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