How to utilize Hebbian learning?

Question

I want to upgrade my evolution simulator to use Hebb learning, like this one. I basically want small creatures to be able to learn how to find food. I achieved that with the bas

Answer 1

You can try with my code.

/*
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package modelhebb;

/**
 *
 * @author Raka
 */
public class ModelHebb {
    public static void main(String[] args) {
        Integer xinput[][]  = new Integer[][]{
            {1, 1},
            {1, -1},
            {-1, 1},
            {-1, -1}
        };
        Integer xtarget[]   = new Integer[]{
            1,
            -1,
            -1,
            -1
        };
        Integer xweight[]   = new Integer[xinput[0].length];
        System.out.println("\t Iterasi \t");
        Integer bayes   = 0;
        for (int i = 0; i < xtarget.length; i++) {
            for (int j = 0; j < xinput[i].length; j++) {
                int temp    = xweight[j]==null?0:xweight[j];
                xweight[j]  = temp + (xinput[i][j] * xtarget[i]);
                System.out.print("W"+j+": "+xweight[j]+"\t");
            }
            bayes   = bayes + xtarget[i];
            System.out.println("Bobot : " + bayes);
        }
    }
}