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Jotaf

The "sharpness" of a sigmoid activation function

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Quick question: wouldn''t it be useful if the p in the sigmoid function 1/(1+e^(-a/p)), used as the activation function in a neural net, could be "evolved" along with the weights? It WILL affect the output, so wouldn''t it make sense to change it too (like in those experiments where they''re trying to evolve the topology of the nets)?

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Guest Anonymous Poster
Nope. It doesn''t really make much sense to change its value. For example, if you doubled it, it would have the same effect as halving all the weights, and vice versa.

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