NNQA: Neural-Native Quantum Arithmetic for End-to-End Polynomial Synthesis

Ziqing Guo, Jie Li, Yong Chen +1

Hybrid classical quantum learning is often bottlenecked by communication overhead and approximation error from generic variational ansatzes. In this study, we introduce Neural Nati…