paper

Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits

arXiv:2411.08238

Abstract

We find that using neural networks to generate quantum states can effectively alleviate the barren plateau phenomenon present in random variational quantum circuits.

Paper accepted and presented at Optica Frontiers in Optics + Laser Science 2025 in Denver, Colorado, USA

Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits · wovepaper