Jun Ohkubo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Physical Models

Hierarchical Clustering

Ridgelet Transform

Top Venues

Publications

Hikaru Homma, Jun Ohkubo
Aspects of importance sampling in parameter selection for neural networks using ridgelet transform. CoRR (2024)
Tomoya Nishikata, Jun Ohkubo
Compression of the Koopman matrix for nonlinear physical models via hierarchical clustering. CoRR (2024)
Naoki Sugishita, Kayo Kinjo, Jun Ohkubo
Extraction of nonlinearity in neural networks and model compression with Koopman operator. CoRR (2024)
Yoshiki Sato, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo
Characterization of Locality in Spin States and Forced Moves for Optimizations. CoRR (2023)
Naoki Sughishita, Jun Ohkubo
Embedding stochastic differential equations into neural networks via dual processes. CoRR (2023)
Yuki Furue, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo
Efficient correlation-based discretization of continuous variables for annealing machines. CoRR (2023)
Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida
Attention-Enhanced Reservoir Computing. CoRR (2023)
Jun Ohkubo
Statistics for stochastic differential equations and local approximation of Crank-Nicolson method. CoRR (2022)
Jun Ohkubo
Numerical methods to evaluate Koopman matrix from system equations. CoRR (2021)
Kotaro Furuya, Jun Ohkubo
STDP enhances learning by backpropagation in a spiking neural network. CoRR (2021)
Tomohiro Yokota, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo
Derivation of QUBO formulations for sparse estimation. CoRR (2020)
Jun Ohkubo
Nonlinear Kalman filter based on duality relations between continuous and discrete-state stochastic processes. CoRR (2014)
Jun Ohkubo
Basics of Counting Statistics. IEICE Trans. Commun. (11) (2013)
Jun Ohkubo
Solving Partial Differential Equation via Stochastic Process. UC (2010)
Jun Ohkubo
Pump Current as a Signal Transformation. IWNC (2009)
Jun Ohkubo, Kazuyuki Tanaka
Preferential Urn Model on a Random Network. CIMCA/IAWTIC (2005)