Itoh Yoshitaka

イトウヨシタカ | Itoh Yoshitaka

Affiliation and department：
Homepage URL (1)： https://yoshi-lab.net

Research field (1)： Soft computing

Research keywords (5)： Time-series prediction , Extreme learning machine , Neural network , Reconstruction of bifurcation diagram , Chaos

Research theme for competitive and other funds (3)：

2022 - 2025 分岐図推定を応用した生態の動的システムのモデリング手法の開発とその予測への応用
2020 - 2024 ケミカルIoTセンサと感性AIによる多元的「おいしさ」モニタリングシステムの開発
2020 - 2023 Construction of emotional recognition system for health care using AI and physiological model of emotion

Papers (14)：

Yoshitaka Itoh. Estimating Parameter Space from only Time-series and Analyzing Deterministic Dynamics. 東京電機大学. 2019
Yoshitaka Itoh, Masaharu Adachi. Tracking bifurcation curves in the Henon map from only time-series datasets,” Nonlinear Theory and Its Applications. Nonlinear Theory and Its Applications, IEICE. 2019. 2. 3. 1101-1111
Yoshitaka Itoh, Masaharu Adachi. Reconstructing Bifurcation Diagrams of a Chaotic Neuron Model Using an Extremely Learning Machine. The 9th International Conference on Extreme Learning Machines. 2018
Yoshitaka Itoh, Masaharu Adachi. Reconstructing Bifurcation Diagrams of the Duffing Equations. 2018 International Symposium on Nonlinear Theory and its Applications. 2018. 243-246
Yoshitaka Itoh, Masaharu Adachi. Bifurcation diagrams in estimated parameter space using a pruned extreme learning machine. Physical Review E. 2018. 98. 13301

ｍore...

Lectures and oral presentations (4)：

Professional career (1)：

Awards (1)：

2018/09 - The NOLTA Society, IEICE Student Paper Award of NOLTA2018 Reconstructing Bifurcation Diagrams of the Duffing Equations

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