charge jumps 1convolutional neural network 1FPGA implementation 1quantum error mitigation 1real-time detection 1superconducting qubits 1
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quant-ph2026
Real-Time Detection of Charge Jumps in Superconducting Qubits with a Convolutional Neural Network
Daniel Gaytan-Villarreal, Peter Meiring, Daniel Baxter +6
The paper presents an online detector for charge jumps in superconducting qubits using a dilated causal convolutional neural network that runs on FPGA hardware with microsecond lat…
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…