Formal verification of arithmetic circuits is a rigorous approach that employs mathematical ... solving. Through techniques like polynomial reduction, Zero-suppressed Binary Decision Diagrams ...

It is difficult to explain to non-experts why this is so unexpected, but as before it carries the same message: proving lower bound for computing the permanent even on depth-3 arithmetic circuits ...

Abstract: Arithmetic circuits require a verification process to prove that the gate level circuit is functionally equivalent to a high level specification. This paper presents an automatic equivalence ...

We show that, over Q (the field of rational numbers), if an n-variate polynomial of degree d=n O (1) is computable by an arithmetic circuit of size s (respectively by an algebraic branching program of ...

NVIDIA details its new Hopper H100 GPU has nearly 13,000 arithmetic circuits designed by AI, something humans were only capable of.