Machine Learning, Perceptron, Perceptron Algorithm, Artificial Neural Network, Multilayer Perceptron.
y5 = sigmoid(y3*w35+y4*w45-𝜃3) = 1/(1+e-(0.525*(-1.2) +0.88*1.1–0.3)) = 0.51 ->real output Error = Ɛ = (0–0.51) = -0.51 Output Layer: 𝜍5 = y5*(1-y5)* Ɛ = 0.5097*(1–0.5097)*(-0.5097) ≌ -0.13 Δw35 = 𝜍5*y3*𝜇 = -0.12 * 0.525*0.1 = -0.0068 ; Δw45 = 𝜍5*y4*𝜇 = -0.12 * 0.88*0.1 = -0.012 w35' =