Research from all publishers Recent developments in the formal verification of arithmetic circuits have focused on enhancing both the scalability and efficiency of verification tools. For example ...

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 ...

LLMs approach arithmetic tasks through heuristic-driven reasoning rather than robust algorithms or memorization. The study reveals that LLMs use a “bag of heuristics,” a mix of learned patterns rather ...