Dieses Netz berechnet die folgende Funktion:
n(w0,w1,w2,w3,w4,w5,x0,x1,b0,b1,b2) = ((w0⋅x0 + w1⋅x1 +b0)3/4⋅w4 + (w2⋅x0 + w3⋅x1 + b1)3/4⋅w5 + b2)3/4
n(0.4,0.6,1.2,0.65,1.65,0.7,5,3,0.5,0.5,0.5) = ((0.4⋅5 + 0.6⋅3 + 0.5)3/4⋅1.4 + (1.2⋅5 + 0.65⋅3 + 0.5)3/4⋅0.7 + 0.5)3/4
n(0.4,0.6,1.2,0.65,1.65,0.7,5,3,0.5,0.5,0.5) = ((2+1.8+0.5)3/4⋅1.4 + (6+1.95+0.5)3/4⋅0.7 +0.5) 3/4⋅0.7 + 0.5)3/4
n(0.4,0.6,1.2,0.65,1.65,0.7,5,3,0.5,0.5,0.5) = ((4.3)3/4⋅1.4 + (8.45)3/4⋅0.7 +0.5)3/4⋅0.7 + 0.5)3/4
Potzenshochrechnung mit Brüchen?
Dieses Netz nutzt die folgende Fehlerfunktion:
C(w0,w1,w2,w3,w4,w5,x0,x1,b0,b1,b2,e) = (n(w0,w1,w2,w3,w4,w5,x0,x1,b0,b1,b2)−e)2
X0 = 5
X1 = 3
b0 = 0.5
b1 = 0.5
b2 = 0.5
W0 = 0.4
W1 = 0.6
W2 = 1.2
W3 = 0.65
W4 = 1.4
W5 = 0.7