most citedLow latency optical-based mode tracking with machine learning deployed on FPGAs on a tokamak

5 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing quant-phShow all

2 papers · 1 filter

quant-ph2025

LUNA: LUT-Based Neural Architecture for Fast and Low-Cost Qubit Readout

M. A. Farooq, G. Di Guglielmo, A. Rajagopala +3

Qubit readout is a critical operation in quantum computing systems, which maps the analog response of qubits into discrete classical states. Deep neural networks (DNNs) have recent…

quant-ph2025

End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml

Giuseppe Di Guglielmo, Botao Du, Javier Campos +10

We present an end-to-end workflow for superconducting qubit readout that embeds co-designed Neural Networks (NNs) into the Quantum Instrumentation Control Kit (QICK). Capitalizing…