/*

* mlp-java, Copyright (C) 2012 Davide Gessa

*

* This program is free software: you can redistribute it and/or modify

* it under the terms of the GNU General Public License as published by

* the Free Software Foundation, either version 2 of the License, or

* (at your option) any later version.

*

* This program is distributed in the hope that it will be useful,

* but WITHOUT ANY WARRANTY; without even the implied warranty of

* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the

* GNU General Public License for more details.

*

* You should have received a copy of the GNU General Public License

* along with this program. If not, see <http://www.gnu.org/licenses/>.

*/

package multilayersperceptronlib;

import java.io.Serializable;

public class Neuron implements Serializable

{

/**

*

*/

private static final long serialVersionUID = -3143614544400573300L;

public double Value;

public double[] Weights;

public double Bias;

public double Delta;

public Neuron(int prevLayerSize)

{

Weights = new double[prevLayerSize];

Bias = Math.random() / 10000000000000.0;

Delta = Math.random() / 10000000000000.0;

Value = Math.random() / 10000000000000.0;

for(int i = 0; i < Weights.length; i++)

Weights[i] = Math.random() / 10000000000000.0;

}

}