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Perceptron Learning Example
out3 = sign(0.62*0 + 0.62*1 – 0.52) = 1 |
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out4 = sign(0.62*1 + 0.62*1 – 0.52) = 1 |
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Training – epoch 4:
out1 = sign(0.62*0 + 0.62*0 – 0.52) = 0out2 = sign(0.62*1 + 0.62*0 – 0.52) = 1- W1(4) = 0.62 + 0.1 * (0 – 1) * 1 = 0.52
W2(4) = 0.62 + 0.1 * (0 – 1) * 0 = 0.62
W0(4) = 0.52 + 0.1 * (0 – 1) * (-1)= 0.62Xout3 = sign(0.52*0 + 0.62*1 – 0.62) = 0- W1(4) = 0.52 + 0.1 * (1 – 0) * 0 = 0.52
W2(4) = 0.62 + 0.1 * (1 – 0) * 1 = 0.72
W0(4) = 0.62 + 0.1 * (1 – 0) * (-1)= 0.52Xout4 = sign(0.52*1 + 0.72*1 – 0.52) = 1
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