In this article, we propose a noise adaptive quantum circuit mapping approach using reinforcement learning (RL) and graph neural network (GNN)-based reliability predictor. Our RL agent learns a ...

As a consequence, several studies have proposed field-programmable gate array (FPGA)-based accelerators for CNNs. However, because of the large computational power required by CNNs, none of the ...