/*
 *     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;
	}
}