brainpy.math.log_sigmoid

brainpy.math.log_sigmoid(x)

Log-sigmoid activation function.

Computes the element-wise function:

\[\mathrm{log\_sigmoid}(x) = \log(\mathrm{sigmoid}(x)) = -\log(1 + e^{-x})\]

Parameters

x (ArrayType) – The input array.