16 citations · 16 across the 2 of their papers we have counts for
2 papers
cond-mat.dis-nn2024
Storage Capacity Evaluation of the Quantum Perceptron using the Replica Method
Mitsuru Urushibata, Masayuki Ohzeki
We investigate a quantum perceptron implemented on a quantum circuit using a repeat until method. We evaluate this from the perspective of capacity, one of the performance evaluati…
cond-mat.dis-nn2022★ 16 cited
Comparing the effects of Boltzmann machines as associative memory in Generative Adversarial Networks between classical and quantum sampling
Mitsuru Urushibata, Masayuki Ohzeki, Kazuyuki Tanaka
We investigate the quantum effect on machine learning (ML) models exemplified by the Generative Adversarial Network (GAN), which is a promising deep learning framework. In the gene…