Single layer multi-input Perceptron Inputs L Hard Combiner Limiter Output Positive region 2·」 Threshold 1,w2=1b W1X1+W2x2+ b +a·E·x Y=(a) b=b+a·E Single layer perceptron is a linear E=Y-Y classifier A(x 0,x<05 Single layer multi-input Perceptron 𝑎 = 𝑤1𝑥1 + 𝑤2𝑥2 + 𝑏 𝑌 = 𝜃(𝑎ሻ 𝑤𝑖 = 𝑤𝑖 + 𝛼 ⋅ 𝐸 ⋅ 𝑥𝑖 𝑏 = 𝑏 + 𝛼 ⋅ 𝐸 𝐸 = 𝑌෠ − 𝑌 𝜃(𝑥ሻ = ቊ 1, 𝑥 ≥ 0 0, 𝑥 < 0 Single layer perceptron is a linear classifier 𝑏