Computer Experiments
In this experiment, we use computer simulations to investigate the SOM algorithm applied to a one-dimensional lattice with a two-dimensional input. The lattice consists of 65 neurons. The inputs consist of random points uniformly distributed inside the triangular area shown in Fig.P9.11. Compute the map produced by the SOM algorithm after 0, 20, 100, 1,000, 10,000, and 25,000 iterations.
