com.anji.nn
Interface ActivationFunction

All Known Implementing Classes:

ClampedLinearActivationFunction, EvSailSigmoidActivationFunction, InverseAbsActivationFunction, LinearActivationFunction, SigmoidActivationFunction, SignedClampedLinearActivationFunction, SignedStepActivationFunction, StepActivationFunction, TanhActivationFunction, TanhCubicActivationFunction

public interface ActivationFunction

Abstracts activation function for neurons.

Author:

Philip Tucker

Method Summary

double	apply(double input) Apply activation function to input.
long	cost()
double	getMaxValue()
double	getMinValue()

Method Detail

apply

double apply(double input)

Apply activation function to input.

Parameters:

input -

Returns:

double result of applying activation function to input

getMaxValue

double getMaxValue()

Returns:

ceiling value for this function

getMinValue

double getMinValue()

Returns:

floor value for this function

cost

long cost()

Returns:

number corresponding to cost of activation in resources