50,000,000 Iterations

Posted: May 8, 2017 at 4:44 pm

Following shows the results of training over the weekend. It seems with this many inputs (200,000) and the requirement for over-fitting (the number of neurons ~= the number of inputs) we need a lot of iterations. I think this is the most interesting so far, but I also had the idea to break the percepts into sets and make a different SOM for each set. This would make each one more unified (in terms of scale) and give them very different character.

SOMResults_50000000-Collage-1-4096SOMResults_50000000-Collage-1-4096-Detail-ASOMResults_50000000-Collage-1-4096-Detail-B