103 citations · 129 across the 4 of their papers we have counts for
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quant-ph2021★ 10 cited
Quantum Walk to Train a Classical Artificial Neural Network
Luciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira
This work proposes a computational procedure that uses a quantum walk in a complete graph to train classical artificial neural networks. The idea is to apply the quantum walk to se…
quant-ph2021★ 15 cited
Classical Artificial Neural Network Training Using Quantum Walks as a Search Procedure
Luciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira
This paper proposes a computational procedure that applies a quantum algorithm to train classical artificial neural networks. The goal of the procedure is to apply quantum walk as…