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quant-ph2024
Convolutional neural network based decoders for surface codes
Simone Bordoni, Stefano Giagu
The decoding of error syndromes of surface codes with classical algorithms may slow down quantum computation. To overcome this problem it is possible to implement decoding algorith…
quant-ph2024
Long-lived Particles Anomaly Detection with Parametrized Quantum Circuits
Simone Bordoni, Denis Stanev, Tommaso Santantonio +1
We investigate the possibility to apply quantum machine learning techniques for data analysis, with particular regard to an interesting use-case in high-energy physics. We propose…