Yamaguti Yutaka

ヤマグチユタカ | Yamaguti Yutaka

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://www.fit.ac.jp/~y-yamaguchi/

Research field (3)： Soft computing , Basic brain sciences , Biological, health, and medical informatics

Research keywords (9)： Generative Adversarial Networks , Functional differentiation , reservoir computing , Deep Learning , hippocampus , self-organization , Chaotic Itinerancy , Neural Networks , Chaos

Research theme for competitive and other funds (14)：

2023 - 2026 情報流の最適化による機能分化と情報統合の実現
2020 - 2024 Theoretical and Empirical Study for Modulation and Integration Function of Context Information in Memory Networks
2020 - 2024 Chaotic dynamics in deep neural networks and its applications to information processing
2017 - 2023 脳領域/個体/集団間のインタラクション創発原理の解明と適用
2021 - 2023 非線形・複雑系に着目した認知症のロバストネス数理モデルとそのハブ因子の解明

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Papers (37)：

Yuki Tanaka, Yutaka Yamaguti. Evaluating generation of chaotic time series by convolutional generative adversarial networks. JSIAM Letters. 2023. 15. 117-120
Shigetoshi Nara, Yutaka Yamaguti, Ichiro Tsuda. Review: Nicotinic acetylcholine receptors to regulate important brain activity-what occurs at the molecular level?. Cognitive Neurodynamics. 2023
Ichiro Tsuda, Hiroshi Watanabe, Hiromichi Tsukada, Yutaka Yamaguti. On the Nature of Functional Differentiation: The Role of Self-Organization with Constraints. Entropy. 2022. 24. 2. 240-240
Yasuhiro Fukushima, Yutaka Yamaguti, Shigeru Kuroda, Takeshi Aihara, Ichiro Tsuda, Minoru Tsukada. Physiological properties of Cantor coding-like iterated function system in the hippocampal CA1 network. Cognitive Neurodynamics. 2021. 15. 4. 733-740
Yutaka Yamaguti, Ichiro Tsuda. Functional differentiations in evolutionary reservoir computing networks. Chaos: An Interdisciplinary Journal of Nonlinear Science. 2021. 31. 1. 013137-013137

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MISC (1)：

山口裕. 目標設定手法OKRの研究室への導入. 福岡工業大学 FD Annual Report. 2022. 12. 22-31

Lectures and oral presentations (87)：

An exploration of the principle of emerging interactions in spatiotemporal diversity
(JST CREST Symbiotic interaction the 13th research area meeting 2024)
RNNによる信号再分離タスクにおける相互情報量学習を用いた機能分化構造の誘発
(日本応用数理学会第20回研究部会連合発表会 2024)
Adaptation of functionally differentiated networks through mutual information learning
(The 12th Research Area Meeting for CREST "Symbiotic Interaction" 2023)
多目的最適化GAN によるアンビグラム生成
(2023 年度 (第76回) 電気・情報関係学会九州支部連合大会 2023)
Temporal Convolutional Network を用いたカードゲーム動画の時間的セグメンテーション
(2023 年度 (第76回) 電気・情報関係学会九州支部連合大会 2023)

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Education (3)：

2003 - 2008 Hokkaidou University Graduate School of Science Department of Mathematics
2001 - 2003 Hokkaido University Graduate School of Engineering Division of system and information engineering
1997 - 2001 Hokkaido University Faculty of Engineering Department of Information Engineering

Professional career (1)：

Ph.D. (Science) (Hokkaido University)

Work history (4)：

2024/04 - 現在 Fukuoka Institute of Technology Faculty of Information Engineering Engineering Department of Computer Science and Engineering Associate Professor
2015/04 - 2024/04 Fukuoka Institute of Technology Faculty of Information Engineering Assistant Professor
2008/04 - 2015/03 Hokkaido University Research Institute for Electronic Science Assistant Professor
2003/10 - 2006/03 日本学術振興会特別研究員(DC1)

Committee career (1)：

2022/05 - 現在 Cognitive Neurodynamics Editorial Board

Awards (8)：

2024/03 - 日本応用数理学会応用カオス研究部会上田睆亮賞
2022/10 - 福岡工業大学情報工学部教育業績賞
2022/09 - 第21回情報科学技術フォーラム(2022) FIT奨励賞 CycleGANを利用した循環的変換による連続的画像生成
2022/09 - 日本応用数理学会応用カオス研究部会第2回応用カオス研究部会賞(若手奨励賞) CycleGANの反復変換により生成される力学系軌道のカオス性
2022/09 - 日本応用数理学会応用カオス研究部会第1回応用カオス研究部会賞(若手奨励賞) GANを用いたカオス時系列生成

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Association Membership(s) (5)：

日本神経回路学会 , The Japan Society for Industrial and Applied Mathematics , The Institute of Electronics, Information and Communication Engineers , 日本神経科学学会 , 日本物理学会

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