I'm sure he wouldn't object to a Fields Medal either.

I chuckled but I also maybe didn't understand. Is the joke that computer science is a generalization of math? That can't be rigth.

The joke is that schmidhuber is known for (rightly or wrongly) pointing to modern contributions in deep neural networks and saying they're just a trivial generalization/adaptation/etc. of work he did 30 years ago.