keel.Algorithms.Neural_Networks.NNEP_Common.neuralnet

Interface INeuron

All Known Implementing Classes:

ExpNeuron, InputNeuron, LinearNeuron, LinkedNeuron, SigmNeuron

public interface INeuron

Represents a neuron in the neural net

Since:

JDK1.5

Version:

0.1

Author:

Written by Pedro Antonio Gutierrez Penya, Aaron Ruiz Mora (University of Cordoba) 17/07/2007

Method Summary

Modifier and Type	Method and Description
boolean	equals(INeuron other) Checks if this neuron is equal to another
int	hashCode() Returns an integer number that identifies the neuron
double	operate(double[] inputs) Operates this neuron using an array of inputs for the inputs neurons
double[]	operate(double[][] inputs) Operates this neuron using an input matrix for the inputs neurons

Method Detail

equals

boolean equals(INeuron other)

Checks if this neuron is equal to another

Parameters:

other - Other neuron to compare

Returns:

true if both neurons are equal

hashCode

int hashCode()

Returns an integer number that identifies the neuron

Overrides:

hashCode in class java.lang.Object

Returns:

int Hashcode

operate

double operate(double[] inputs)

Operates this neuron using an array of inputs for the inputs neurons

Parameters:

inputs - Array to be used for the inputs observations

Returns:

double Output of the neuron for the array specified

operate

double[] operate(double[][] inputs)

Operates this neuron using an input matrix for the inputs neurons

Parameters:

inputs - Matrix to be used for the inputs observations

Returns:

double [] Outputs of the neuron for the matrix specified