no code implementations • 28 Feb 2024 • Koichiro Yawata, Kai Fukami, Kunihiko Taira, Hiroya Nakao
We present a phase autoencoder that encodes the asymptotic phase of a limit-cycle oscillator, a fundamental quantity characterizing its synchronization dynamics.
no code implementations • 17 Mar 2023 • Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
This paper proposes an extension of regression trees by quadratic unconstrained binary optimization (QUBO).
no code implementations • 17 Mar 2023 • Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara
We generate new fingerprints based on the assumption that a performance of prediction using a more effective fingerprint is better.