Module set_genome::activations

Lists constant functions matching the Activation enum variants.

The pool of activation functions is the same as in this paper.

Enums

Activation

Possible activation functions for ANN nodes.

Constants

ABSOLUTE	Returns absolute value of argument.
COSINE	Returns cosine of argument.
GAUSSIAN	Gaussian function with parameters a = 1, b = 0, c = 1 a.k.a. standard normal distribution.
INVERSE	Returns negative argument.
LINEAR	Returns the argument unchanged.
RELU	Returns argument if it is greater than zero, else zero.
SIGMOID	Steepened sigmoid function, the same use in the original NEAT paper.
SINE	Returns sine of argument.
SQUARED	Returns square of argument.
STEP	Returns one if argument greater than zero, else zero.
TANH	It is a rescaled sigmoid function.