298 citations · 754 across the 33 of their papers we have counts for
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quant-ph2021
Multiclass classification of dephasing channels
Adriano M. Palmieri, Federico Bianchi, Matteo G. A. Paris +1
We address the use of neural networks (NNs) in classifying the environmental parameters of single-qubit dephasing channels. In particular, we investigate the performance of linear…
quant-ph2019★ 175 cited
Experimental neural network enhanced quantum tomography
Adriano Macarone Palmieri, Egor Kovlakov, Federico Bianchi +4
Quantum tomography is currently ubiquitous for testing any implementation of a quantum information processing device. Various sophisticated procedures for state and process reconst…