166 citations · 360 across the 14 of their papers we have counts for
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cond-mat.dis-nn2021★ 15 cited
Teacher-student learning for a binary perceptron with quantum fluctuations
Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka
We analysed the generalisation performance of a binary perceptron with quantum fluctuations using the replica method. An exponential number of local minima dominate the energy land…
cond-mat.dis-nn2020★ 34 cited
Mean field analysis of reverse annealing for code-division multiple-access multiuser detection
Shunta Arai, Masayuki Ohzeki, Kazuyuki Tanaka
We evaluate the typical ARA performance of the CDMA multiuser detection by means of statistical mechanics using the replica method. At first, we consider the oracle cases where the…