jhpro.nnet.jknnl

Interface NeuronModel

All Known Subinterfaces:

TiredNeuronModel

All Known Implementing Classes:

DefaultNeuron, DefaultNeuronWithBias, KohonenNeuron, KohonenNeuronWithTired

public interface NeuronModel

Neuron Model interface

Method Summary

Modifier and Type	Method and Description
double	getValue(double[] inputVector) Return value of the neuron after activation.
double[]	getWeight() Returns array contains valu of the weights
void	setWeight(double[] weight) Set weigths from array as parameter

Method Detail

getWeight

double[] getWeight()

Returns array contains valu of the weights

Returns:

array of the weights

setWeight

void setWeight(double[] weight)

Set weigths from array as parameter

Parameters:

weight - array of the weights

getValue

double getValue(double[] inputVector)

Return value of the neuron after activation. if activation function is not set, function return sum of the multiplication of vector v_i and weight w_i for each i (numbers of weigth and lenght of the input vector)

Parameters:

inputVector - input vector for neuron

Returns:

return