Joy Division and Tensorboard
If you are playing with neural networks and you may have a high chance to use Tensorflow and hence Tensorboard. There is a piece nice visualization such like this

Once up on a time I encountered with a nice song from Youtube which has some vis like this from the Joy Division — Unknown Pleasures (Full Album HQ).

I searched online and find the whole story from HERE.
It is so nice to find some connection between music and science.