com.kylecorry.lann.activation

Class Activation

java.lang.Object

com.kylecorry.lann.activation.Activation

Direct Known Subclasses:

Binary, LeakyReLU, Linear, ReLU, Sigmoid, Softmax, Softplus, Tanh

public abstract class Activation
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
Activation()

Method Summary

Modifier and Type	Method and Description
abstract double	activate(double x) The activation function.
abstract double	derivative(double x) The derivative of the activation function.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Activation

public Activation()

Method Detail

activate

public abstract double activate(double x)

The activation function.

Parameters:

x - The input to function.

Returns:

The result of applying the function to the input.

derivative

public abstract double derivative(double x)

The derivative of the activation function.

Parameters:

x - The input to the function.

Returns:

The result of applying the function to the input.