Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Understand

We establish the potential of continuous-variable Gaussian states of linear dynamical systems for machine learning tasks.

• Specifically, we consider reservoir computing, an efficient framework for online time series processing.
• As a reservoir we consider a quantum harmonic network modeling e.g.
• linear quantum optical systems.