title: Dimensionality Reduction using Self Organizing Maps
body: <p>I have been working on Self Organizing Maps(SOM) for the past few months.But I still have some confusions in understanding the dimensionaliy reduction part.Can you suggest any simple method to understand the real working of SOMs on any real world data sets (like a data set from UCI repository).</p>