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2020 – today
- 2024
[i12]Naoki Sugishita, Kayo Kinjo, Jun Ohkubo:
Extraction of nonlinearity in neural networks and model compression with Koopman operator. CoRR abs/2402.11740 (2024)- [i11]Tomoya Nishikata, Jun Ohkubo:
Compression of the Koopman matrix for nonlinear physical models via hierarchical clustering. CoRR abs/2403.18181 (2024) - [i10]Hikaru Homma, Jun Ohkubo:
Aspects of importance sampling in parameter selection for neural networks using ridgelet transform. CoRR abs/2407.18655 (2024) - 2023
- [i9]Yuki Furue, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo:
Efficient correlation-based discretization of continuous variables for annealing machines. CoRR abs/2301.07244 (2023) - [i8]Naoki Sughishita, Jun Ohkubo:
Embedding stochastic differential equations into neural networks via dual processes. CoRR abs/2306.04847 (2023) - [i7]Yoshiki Sato, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo:
Characterization of Locality in Spin States and Forced Moves for Optimizations. CoRR abs/2312.02544 (2023) - [i6]Felix Köster, Kazutaka Kanno, Jun Ohkubo, Atsushi Uchida:
Attention-Enhanced Reservoir Computing. CoRR abs/2312.16503 (2023) - 2022
- [i5]Jun Ohkubo:
Statistics for stochastic differential equations and local approximation of Crank-Nicolson method. CoRR abs/2207.13831 (2022) - 2021
- [i4]Kotaro Furuya, Jun Ohkubo:
STDP enhances learning by backpropagation in a spiking neural network. CoRR abs/2102.10530 (2021) - [i3]Jun Ohkubo:
Numerical methods to evaluate Koopman matrix from system equations. CoRR abs/2111.07213 (2021) - 2020
- [i2]Tomohiro Yokota, Makiko Konoshima, Hirotaka Tamura, Jun Ohkubo:
Derivation of QUBO formulations for sparse estimation. CoRR abs/2001.03715 (2020)
2010 – 2019
- 2014
- [i1]Jun Ohkubo:
Nonlinear Kalman filter based on duality relations between continuous and discrete-state stochastic processes. CoRR abs/1402.2025 (2014) - 2013
- [j1]Jun Ohkubo:
Basics of Counting Statistics. IEICE Trans. Commun. 96-B(11): 2733-2740 (2013) - 2010
- [c3]Jun Ohkubo:
Solving Partial Differential Equation via Stochastic Process. UC 2010: 105-114
2000 – 2009
- 2009
- [c2]Jun Ohkubo:
Pump Current as a Signal Transformation. IWNC 2009: 260-267 - 2005
- [c1]Jun Ohkubo, Kazuyuki Tanaka:
Preferential Urn Model on a Random Network. CIMCA/IAWTIC 2005: 1153-1159
Coauthor Index
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