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I fondly remember using a self organizing map and using it to disastrous effect during a brief stint at automated day trading. I always think of it as having paid a couple grand to learn about SOM and how to layer neural networks.

https://en.m.wikipedia.org/wiki/Self-organizing_map

He was a clear and innovative thinker. R.I.P.