Research field (7):
Intelligent informatics
, Soft computing
, Sensitivity (kansei) informatics
, Biological, health, and medical informatics
, Control and systems engineering
, Mathematical physics and basic theory
, Neuroscience - general
Research theme for competitive and other funds (6):
2023 - 2029 文部科学省 科学研究費補助金 国際共同研究加速基金(海外連携研究)
2021 - 2026 文部科学省 科学研究費補助金 基盤研究(B)
2019 - 2025 科学技術振興機構(JST) CREST 数理的情報活用基盤
2021 - 2024 日本医療研究開発機構(AMED) 脳とこころの研究推進プログラム
2016 - 文部科学省:科学研究費補助金 基盤研究(C)
2009 - 文部科学省:科学研究費補助金 基盤研究(C)
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Papers (90):
Yuya Note, Masahito Watanabe, Hiroaki Yoshimura, Takaharu Yaguchi, Toshiaki Omori. Sparse Estimation for Hamiltonian Mechanics. Mathematics, in press. 2024
Taketo Omi, Toshiaki Omori. Simultaneously Estimating and Controlling Nonlinear Neuronal Dynamics Based on Sequential Monte Carlo Framework. Nonlinear Theory and Its Applications, in press. 2024
Hirozo Nakano, Amitava Majumdar, Toshiaki Omori. Data-driven Estimation of Spatial Electrical Property of Multi-Compartment Models with Neuronal Morphology by Replica Exchange Monte Carlo Method. Nonlinear Theory and Its Applications, in press. 2024
Toshiaki Omori, Shoi Suzuki, Katsuyoshi Michibayashi, Atsushi Okamoto. Super-resolution of X-ray CT Images of Rock Samples by Sparse Representation: Applications to the Complex Texture of Serpentinite. Scientific Reports, in press. 2023
Hiroaki Inoue, Koji Hukushima, Toshiaki Omori. Estimating Distributions of Parameters in Nonlinear State Space Models with Replica Exchange Particle Marginal Metropolis-Hastings Method. Entropy. 2022
Machine Learning Algorithm for Estimating Nonlinear Neurodynamics by Sequential Monte Carlo Method and Sparse Modeling
(11th RIEC Internaional Symposium on Brain Functions and Brain Computer 2023)
Learning Super-resolution of X-ray CT Images of Rocks Based on Sparse Representation
(11th RIEC Internaional Symposium on Brain Functions and Brain Computer 2023)
Data-driven Approach for Image Reconstruction Using Neural Ordinary Differential Equation Models
(11th RIEC Internaional Symposium on Brain Functions and Brain Computer 2023)
Sparse Estimation of Nonlinear Dynamics Using Generalized Dynamical Constraints
(11th RIEC Internaional Symposium on Brain Functions and Brain Computer 2023)