org.generation5.nn
Interface Activation

All Known Implementing Classes:

Activation.None, Activation.Sigmoid, Activation.Stepped, Activation.Tanh

public interface Activation

The interface for the neural network activation function.

Nested Class Summary

static class	Activation.None No activation function.
static class	Activation.Sigmoid Sigmoid activation function.
static class	Activation.Stepped A stepped activation function.
static class	Activation.Tanh Hyperbolic tangent activation function.

Method Summary

double

function(double in) The activation function.

Method Detail

function

public double function(double in)

The activation function.

Parameters:

in - the summed, weighted inputs from the neural network.

Returns:

the 'activated' result.