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I found this post absolutely fascinating! I got thinking, is there a Turing-complete simple abstraction that is differentiable, without approximation? I have he
by kaba0 2y ago
I found this post absolutely fascinating! I got thinking, is there a Turing-complete simple abstraction that is differentiable, without approximation? I have heard about Neural Turing machines (but only as a layman), but from a quick peek they are similarly hard to reason about as other NNs?
- seanhunter 2y agoNot exactly an answer to your question, but in the ballpark and hopefully you might find interesting https://arxiv.org/pdf/2404.17625 https://arxiv.org/pdf/2404.17625 In the section on "Automatic differentiation" he considers the question of differentiable computation graphs.