31 citations · 34 across the 4 of their papers we have counts for
4 papers
Superconducting Qubit Readout Using Next-Generation Reservoir Computing
Robert Kent, Benjamin Lienhard, Gregory Lafyatis +1
Quantum processors require rapid and high-fidelity simultaneous measurements of many qubits. While superconducting qubits are among the leading modalities toward a useful quantum p…
Efficient measurement of neutral-atom qubits with matched filters
Robert M. Kent, Linipun Phuttitarn, Chaithanya Naik Mude +4
Quantum computers require high-fidelity measurement of many qubits to achieve a quantum advantage. Traditional approaches suffer from readout crosstalk for a neutral-atom quantum p…
Locality Blended Next Generation Reservoir Computing For Attention Accuracy
Daniel J. Gauthier, Andrew Pomerance, Erik Bollt
We extend an advanced variation of a machine learning algorithm, next-generation reservoir Computing (NGRC), to forecast the dynamics of the Ikeda map of a chaotic laser. The machi…
Controlling Chaos Using Edge Computing Hardware
Robert M. Kent, Wendson A. S. Barbosa, Daniel J. Gauthier
Machine learning provides a data-driven approach for creating a digital twin of a system - a digital model used to predict the system behavior. Having an accurate digital twin can…