Knowledge Discovery and Data Mining in Medicine - Advanced Techniques in Knowledge Discovery and Data Mining - page 197

the new neuron is added as shown in the right panel of Fig. 7.13(a). Figure 7.13(b)
shows that the

WD neuron are on a diagonal line.
In this case, the new neuron is added as shown in the right panel of Fig. 7.13(b).
On the other hand, if the neuron annihilation condition is satisfied, the specified
neuron is eliminated as shown in Fig. 7.14.

WD neuron and the

max 1 max 2

(a)

(b)
Fig.7.13. Neuron generation in PLNN (a) neuron generation case 1 and (b) neuron
generation case 2.

Fig.7.14. Neuron annihilation in PLNN.