53Svkh - Online IDE & Debugging Tool


def hebbian_learning(X, y):

    weights = [0 for _ in range(len(X[0]))]
    bias = 0

    for i in range(len(X)):
        for j in range(len(X[0])):
            weights[j] += y[i] * X[i][j]
        bias += y[i]

    return weights,bias

X = [[1,1],[1,-1],[-1,1],[-1,-1]]

y = [1,-1,-1,-1]
weights,bias = hebbian_learning(X, y)
print("Hebbian Final Weights:", weights)
print("Hebbian Final Bias ",bias)