Machine Learning, Perceptron, Perceptron Algorithm, Artificial Neural Network, Multilayer Perceptron.
= 0.8 𝜃4 = -0.1 𝜃5 = 0.3 𝜇 = 0.1 Let’s accept above values for beginning. In XOR operation when x1=x2=0, y will be equal to y=0. Since the values are continuos, we can use sigmoid function. y3 = sigmoid(x1*w13+x2*w23-𝜃3) =1/(1+e-(0.5*1 + 1*0.4 -1*0.8)) = 0.525 y4 =sigmoid(x1*w14+x2*w24-𝜃4)= 0.881