45 citations · 57 across the 3 of their papers we have counts for
3 papers
Low-rank combinatorial optimization and statistical learning by spatial photonic Ising machine
Hiroshi Yamashita, Ken-ichi Okubo, Suguru Shimomura +3
The spatial photonic Ising machine (SPIM) [D. Pierangeli et al., Phys. Rev. Lett. 122, 213902 (2019)] is a promising optical architecture utilizing spatial light modulation for sol…
Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations
Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki
Nonlinear phenomena can be analyzed via linear techniques using operator-theoretic approaches. Data-driven method called the extended dynamic mode decomposition (EDMD) and its vari…
Hypergraph -Laplacian: A Differential Geometry View
Shota Saito, Danilo P Mandic, Hideyuki Suzuki
The graph Laplacian plays key roles in information processing of relational data, and has analogies with the Laplacian in differential geometry. In this paper, we generalize the an…