ActivationReLU

java.lang.Object

com.aidenfavish.javaNeuralNetwork.ActivationFunctions.ActivationReLU

All Implemented Interfaces:: LayerPass

public class ActivationReLU extends Object implements LayerPass

Constructor Summary

Constructors

Constructor

Description

ActivationReLU()
Method Summary

Modifier and Type

Method

Description

void

backward(Matrix2D dvalues)

void

forward(Matrix2D inputs)

Matrix2D

getDInputs()

org.json.simple.JSONObject

getJSON()

Matrix2D

getOutput()

Matrix2D

predictions(Matrix2D outputs)

String

toString()

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Details
- ActivationReLU
  
  public ActivationReLU()
Method Details
- forward
  
  public void forward(Matrix2D inputs)
  
  Specified by:
  
  forward in interface LayerPass
- backward
  
  public void backward(Matrix2D dvalues)
  
  Specified by:
  
  backward in interface LayerPass
- predictions
  
  public Matrix2D predictions(Matrix2D outputs)
- getOutput
  
  public Matrix2D getOutput()
  
  Specified by:
  
  getOutput in interface LayerPass
- getDInputs
  
  public Matrix2D getDInputs()
  
  Specified by:
  
  getDInputs in interface LayerPass
- getJSON
  
  public org.json.simple.JSONObject getJSON()
  
  Specified by:
  
  getJSON in interface LayerPass
- toString
  
  public String toString()
  
  Overrides:
  
  toString in class Object