Comment by steve_gh

There was a piece here on HN about a week ago on Kolmagorov Arnold network (KANs) as an alternative to NNs. https://news.ycombinator.com/item?id=40219205 If I understood it correctly, a KAN would be a suitable network to work on this problem, as it's activation functions are in the links (and can be any function).