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One of the popular activation functions used in hidden layers of multilayer perceptrons is the sigmoid function given by sigmoid ( a ) = 1
One of the popular activation functions used in hidden layers of multilayer perceptrons
is the sigmoid function given by
sigmoid
where the derivative of the sigmoid function with respect to its parameter is found
as sigmoidasigmoida Another popular activation function is the hyperbolic
tangent function given by
a Find the derivative of the hyperbolic tangent function with respect to its pa
rameter. points
b What might be the advantage of using the hyperbolic tangent function over
the sigmoid function? points
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