Perceptron multicapa

Ejemplo perceptron multicapa (compuerta XOR)


Entradas: p= [0 0 1 1; 0 1 0 1]
Salidas deseadas: T= [0 1 1 0]

e1=0; e2=0;

entrada Neurona3 = (e1·w11)+(e2·w21)+(b30·w30) = (0·1)+(0·1)+(1·(-0,5)) = -0,5 -> F3(-0,5) = 0;

entrada Neurona4 = (e1·w12)+(e2·w22)+(b40·w40) = (0·1)+(0·1)+(1·(-1,5)) = -1,5 -> F4(-1,5) = 0;

Salida-> entrada Neurona5 = (F3·w31)+(F4·w41)+(b05·W05) = (0·1)+(0·(-1))+(1·(-0,5)) = -0,5 -> F5(-0,5)=0

e1=0; e2=1;

entrada Neurona3 = (e1·w11)+(e2·w21)+(b30·w30) = (0·1)+(1·1)+(1·(-0,5)) = 0,5 -> F3(0,5) = 1;

entrada Neurona4 = (e1·w12)+(e2·w22)+(b40·w40) = (0·1)+(1·1)+(1·(-1,5)) = -0,5 -> F4(0,5) = 0;

Salida-> entrada Neurona5 = (F3·w31)+(F4·w41)+(b05·W05) = (1·1)+(0·(-1))+(1·(-0,5)) = 0,5 -> F5(0,5)=1

e1=1; e2=0;

entrada Neurona3 = (e1·w11)+(e2·w21)+(b30·w30) = (1·1)+(0·1)+(1·(-0,5)) = 0,5 -> F3(0,5) = 1;

entrada Neurona4 = (e1·w12)+(e2·w22)+(b40·w40) = (1·1)+(0·1)+(1·(-1,5)) = -0,5 -> F4(-0,5) = 0;

Salida-> entrada Neurona5 = (F3·w31)+(F4·w41)+(b05·W05) = (1·1)+(0·(-1))+(1·(-0,5)) = 0,5 -> F5(0,5)=1

e1=1; e2=1;

entrada Neurona3 = (e1·w11)+(e2·w21)+(b30·w30) = (1·1)+(1·1)+(1·(-0,5)) = 1,5 -> F3(1,5) = 1;

entrada Neurona4 = (e1·w12)+(e2·w22)+(b40·w40) = (1·1)+(1·1)+(1·(-1,5)) = 0,5 -> F4(0,5) = 1;

Salida-> entrada Neurona5 = (F3·w31)+(F4·w41)+(b05·W05) = (1·1)+(1·(-1))+(1·(-0,5)) = -0,5 -> F5(-0,5)=0