hardlimitactivationfunction.java

Kohonen network nural, framework for java developer

/**
* Copyright (c) 2006, Seweryn Habdank-Wojewodzki
* Copyright (c) 2006, Janusz Rybarski
*
* All rights reserved.
* 
* Redistribution and use in source and binary forms,
* with or without modification, are permitted provided
* that the following conditions are met:
*
* Redistributions of source code must retain the above
* copyright notice, this list of conditions and the
* following disclaimer.
*
* Redistributions in binary form must reproduce the
* above copyright notice, this list of conditions
* and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS
* AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED
* WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
* A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL
* THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY
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* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
* PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF
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*/

package activationFunction;

/**
 * Hard Limit Activation Funciton return <I>1</I> if input value is greater then
 * threshold and <I>0</I> otherwise. It allows a neuron to make a decision or classification.
 * @author Janusz Rybarski
 * e-mail: janusz.rybarski AT ae DOT krakow DOT pl
 * @author Seweryn Habdank-Wojewodzki
 * e-mail: habdank AT megapolis DOT pl
 * @version 1.0 2006/05/02
 */

public class HardLimitActivationFunction implements ActivationFunctionModel{
    
    /**
     * 
     *     threshold of hard limit activation function
     *     
     */
    private double p = 0;
    
    /**
     * Creates a new instance of HardLimitActivationFunction with specified parameters p
     * @param p threshold of hard limit
     */
    public HardLimitActivationFunction(double p) {
        this.p = p;
    }
    
    /**
     * Set parameters for hard limit activation funciton
     * @param paramateresList Array of parameters
     */
    public void setParameteres(double[] paramateresList){
        p = paramateresList[0];
    }
    
    /**
     * Return array contains parameters list
     * @return Array of parameters
     */
    public double[] getParamateres(){
        double [] parameter = new double[1];
        parameter[0] = p;
        return parameter;
    }

    /**
     * Return <I>1</I> if input value is greater then <I>p</I> and <I>0</I> otherwise
     * @param inputValue input Value
     * @return value of the function
     */
    public double getValue(double inputValue) {
        double value;
        if (inputValue > p)
            return 1;
        else
            return 0;
    }
}