Package one.empty3.neuralnetwork

Class Neuron

java.lang.Object
one.empty3.neuralnetwork.Neuron
All Implemented Interfaces:
Comparable
Direct Known Subclasses:
HiddenNeuron, InputNeuron, OutputNeuron
public class Neuron extends Object implements Comparable

  • Field Details

    • input

      protected double[] input

    • output

      protected double output

    • bias

      protected double bias

  • Constructor Details

    • Neuron

      public Neuron(int length)

  • Method Details

    • compute

      public void compute()

    • getW

      public double[] getW()

    • setW

      public void setW(double[] w)

    • getInput

      public double[] getInput()

    • setInput

      public void setInput(double[] input)

    • getOutput

      public double getOutput()

    • setOutput

      public void setOutput(double output)

    • function

      public double function()

    • error

      public double error()
      Not implemented yet
      Returns:
      error double

    • error

      public double error(double[] w)
      Not implemented yet
      Returns:
      error double

    • updateW

      public void updateW()
      Not implemented yet

    • sigmoid

      public double sigmoid(double[] x, double[] w)

    • compareTo

      public int compareTo(Object o)
      Specified by:
      compareTo in interface Comparable

    • initRandom

      public void initRandom(double random)

    • initConstant

      public void initConstant(double random)

    • activation

      public double activation()

    • setBias

      public void setBias(double bias)

    • getBias

      public double getBias()

    • setInputImage

      public void setInputImage(PixM pixM)

    • getLength

      public int getLength()

    • setNetwork

      public void setNetwork(Net<? extends Neuron> network)

    • getLayer

      public Layer<? extends Neuron> getLayer()

    • setLayer

      public void setLayer(Layer<? extends Neuron> layer)

    • getNetwork

      public Net<? extends Neuron> getNetwork()

    • getActivationFunction

      public ActivationFunction getActivationFunction()

    • setActivationFunction

      public void setActivationFunction(ActivationFunction activationFunction)

    • getActivationMethod

      public ActivationMethod getActivationMethod()

    • setActivationMethod

      public void setActivationMethod(ActivationMethod activationMethod)

    • softMax

      public double[] softMax(double[] x, double[] w)

    • save

      public boolean save(DataOutputStream outputStream)

    • read

      public boolean read(DataInputStream inputStream)

    • addNext

      public void addNext(Neuron.Connection connection, Neuron neuron)

    • multiply

      public double[] multiply(double[] input)