Polynomial Surrogate Training for Differentiable Ternary Logic Gate Networks

Sai Sandeep Damera, Ryan Matheu, Aniruddh G. Puranic +1

Differentiable logic gate networks (DLGNs) learn compact, interpretable Boolean circuits via gradient-based training, but all existing variants are restricted to the 16 two-input b…