Java : Contoh Script Algoritma Hebb Rule ~ Jaringan Saraf Tiruan (JST)

/**
 *
 * @author x86
 */
package c0der;

public class hebbRule{
    public double bobot[]={0.2,0.2};
    double bias, yOut;
    int y;
    int epoh;

    void learn(double[][] inputan,double[] target){
        epoh=0;
        double bias=0;
        for(int a=0; a<inputan.length; a++){
            //pencarian bobot
            for(int b=0; b<inputan[0].length; b++){
                bobot[b]=bobot[b]+inputan[a][b]*target[a];
            }
            //pencarian bias
            bias+=1*target[a];
        }
    }

    void test(double in1, double in2){
        yOut=bias+in1*bobot[0]+in2*bobot[1];

        //penggunaan pengaktifan biner
        if(yOut>=2.2)
         y=1;
        else
         y=0;

        System.out.println((int)in1+" "+(int)in2+" = "+(int)y);
    }

    public static void main(String haripinter[]){
        hebbRule hebb = new hebbRule();
        double data[][] = {{1,1},{1,0},{0,1},{0,0}};
        double target[] = {1,1,1,0};
        hebb.learn(data, target);
        
        hebb.test(1, 1);
        hebb.test(0, 1);
        hebb.test(1, 0);
        hebb.test(0, 0);
        
    }
}