7 citations · 14 across the 2 of their papers we have counts for
2 papers
quant-ph2019★ 7 cited
Quantum Circuit Parameters Learning with Gradient Descent Using Backpropagation
Masaya Watabe, Kodai Shiba, Masaru Sogabe +2
Quantum computing has the potential to outperform classical computers and is expected to play an active role in various fields. In quantum machine learning, a quantum computer has…
quant-ph2019★ 7 cited
Convolution filter embedded quantum gate autoencoder
Kodai Shiba, Katsuyoshi Sakamoto, Koichi Yamaguchi +2
The autoencoder is one of machine learning algorithms used for feature extraction by dimension reduction of input data, denoising of images, and prior learning of neural networks.…