Knowledge Discovery and Data Mining in Medicine - Advanced Techniques in Knowledge Discovery and Data Mining - page 194

Fig.7.11. Planar lattice neural networks.

Fig.7.12. Homogeneous neighborhood system.

Definition 7.1. A homogeneous neighborhood system is of the form:
{ }

⎧ ⎫

2

N = N i ∈ S ; N = j " − " ≤ r , i ∈ S , (7.12)

i i j i

where the " and " are the lattice positions for neuron i and j , respectively.
If the network has IN input neurons and OUT output neurons, there are
OUT

( )

hidden neurons. There are two function levels of variables z , y for IN ×

i i