Optimisation of Pulse Waveforms for Qubit Gates using Deep Learning

Zachary Fillingham, Hossein Nevisi, Shirin Dora

In this paper, we propose a novel method using Deep Neural Networks (DNNs) to optimise the parameters of pulse waveforms used for manipulating qubit states, resulting in high fidel…