DEMO001 a simple example of som training This example includes the following features: - Generation of a training data set - Initialization and training of a 2D SOM object - Visualization of the input and output space - Visualization of the SOM planes - Computation of the SOM interneuron distance map - Computation of the activation map generated by a labelled data set - Visualization of the previous distance and activation maps