Updated on 2026/05/11
ph.D. ( 2008.6 Hokkaido University )
reservoir computing
Generative Adversarial Networks
Functional differentiation
hippocampus
chaos
complex systems
artificial intelligence
Chaotic Itinerancy
Chaos
self-organization
neural network
computational neuroscience
Deep Learning
Neural Networks
Informatics / Intelligent informatics
Informatics / Soft computing
Informatics / Biological, health, and medical informatics
Hokkaido University Graduate School of Science Department of Mathematics
2003.4 - 2008.03
Hokkaido University Gradiate school of engineering Division of system and information engineering
2001.4 - 2003.03
Hokkaido University Faculty of Engineering Department of Information Engineering
1997.4 - 2001.03
Fukuoka Institute of Technology Faculty of Information Engineering Associate Professor
2024.4
Fukuoka Institute of Technology Faculty of Information Engineering Assistant Professor
2015.4 - 2024.3
Hokkaido University Research Institute for Electronic Science Assistant Professor
2008.4 - 2015.3
日本応用数理学会 応用カオス研究部会 幹事
2023.4
Committee type：Academic society
Cognitive Neurodynamics Editorial Board Member
2022.4
Committee type：Academic society
Modeling Sleep-Stage Transitions in EEG with a Recurrent Neural Network Reviewed
Nikolas Acquaviva, Yutaka Yamaguti
Proceedings of The 2026 International Conference on Artificial Life and Robotics (ICAROB2026) 31 692 - 695 2026.1
Learning Interpretable Latent Representations from Single-Cell RNA-seq with VAE Reviewed
Tomohito Yamamura, Yutaka Yamaguti
Proceedings of The 2026 International Conference on Artificial Life and Robotics (ICAROB2026) 31 788 - 791 2026.1
Development of Functional Differentiation in Recurrent Neural Networks by Mutual Information Regulation Reviewed
Yuki Tomoda, Yutaka Yamaguti
Proceedings of The 2026 International Conference on Artificial Life and Robotics (ICAROB2026) 31 679 - 682 2026.1
Formation of Place and Episodic Memory in a Recurrent Neural Network Reviewed
Shin Tamura, Yutaka Yamaguti
Proceedings of The 2026 International Conference on Artificial Life and Robotics (ICAROB2026) 31 696 - 699 2026.1
Emergence of functionally differentiated structures via mutual information minimization in recurrent neural networks Reviewed International journal
Yuki Tomoda, Ichiro Tsuda, Yutaka Yamaguti
Cognitive Neurodynamics 20 ( 1 ) 5 2025.11
Interaction Between Two Independent Chaotic Neural Networks Installed in the Motion Control Systems of Two Roving Robots Reviewed International journal
Shigetoshi Nara, Naoya Miyahara, Yutaka Yamaguti, Ichiro Tsuda
Dynamics 5 ( 3 ) 32 2025.8
Cyclic image generation using chaotic dynamics Reviewed International journal
Takaya Tanaka, Yutaka Yamaguti
PLOS Complex Systems 2 ( 1 ) e0000027 2025.1
Review: Nicotinic acetylcholine receptors to regulate important brain activity—what occurs at the molecular level? Reviewed International journal
Shigetoshi Nara, Yutaka Yamaguti, Ichiro Tsuda
Cognitive Neurodynamics 18 ( 3 ) 769 - 774 2024.6
Evaluating generation of chaotic time series by convolutional generative adversarial networks Reviewed
Yuki Tanaka, Yutaka Yamaguti
JSIAM Letters 15 117 - 120 2023.11
On the Nature of Functional Differentiation: The Role of Self-Organization with Constraints Reviewed International journal
Ichiro Tsuda, Hiroshi Watanabe, Hiromichi Tsukada, and Yutaka Yamaguti
Entropy 24 ( 2 ) 240 2022.2
Physiological properties of Cantor coding-like iterated function system in the hippocampal CA1 network Reviewed International journal
Yasuhiro Fukushima, Yutaka Yamaguti, Shigeru Kuroda, Takeshi Aihara, Ichiro Tsuda, and Minoru Tsukada
Cognitive Neurodynamics 15 733 - 740 2021.8
Functional differentiations in evolutionary reservoir computing networks Reviewed International journal
Yutaka Yamaguti, Ichiro Tsuda
Chaos 31 013137 2021.1
Constrained Chaos in Three-Module Neural Network Enables to Execute Multiple Tasks Simultaneously Reviewed International journal
Shigetoshi Nara, Ken-ichiro Soma, Yutaka Yamaguti, Ichiro Tsuda
Neuroscience Research 156 217 - 224 2020.7
Phase shift estimation of the bifurcating neuron from superimposed chaotic spike sequences International journal
Akihiro Yamaguchi, Yutaka Yamaguti, and Masao Kubo
Proceedings of the 2019 International Conference on Artificial Life and Robotics 447 - 450 2019.1
Selective synchronization of the coupled bifurcating neurons for phase shift of background oscillation Reviewed International journal
Akihiro Yamaguchi, Yutaka Yamaguti, Masao Kubo
Journal of Robotics, Networking and Artificial Life 5 ( 2 ) 79 - 82 2018.9
Decomposition of Superimposed Chaotic Spike Sequences by using The Bifurcating Neuron International journal
Akihiro Yamaguchi, Yutaka Yamaguti, and Masao Kubo
Advances in Cognitive Neurodynamics (VI) Proceedings of the Sixth International Conference on Cognitive Neurodynamics – 2017 3 - 9 2018.6
Self-Organization with Constraints—A Mathematical Model for Functional Differentiation Reviewed International journal
Ichiro Tsuda, Yutaka Yamaguti, Hiroshi Watanabe
Entropy 18 ( 3 ) 74 2016.2
Application of an Iterated Function System with Dynamic Selection Probability to Deliberative Decision-Making International journal
Yutaka Yamaguti, Ichiro Tsuda
Advances in Cognitive Neurodynamics (V) Proceedings of the Fifth International Conference on Cognitive Neurodynamics - 2015 735 - 740 2016.1
Mathematical modeling for evolution of heterogeneous modules in the brain. Reviewed International journal
Yutaka Yamaguti, Ichiro Tsuda
Neural networks : the official journal of the International Neural Network Society 62 3 - 10 2015.2
Modeling the genesis of components of networks of interacting units Reviewed International journal
Ichiro Tsuda, Yutaka Yamaguti, Hiroshi Watanabe
Advances in Cognitive Neurodynamics (IV) Proceedings of the Fourth International Conference on Cognitive Neurodynamics - 2013 583 - 587 2014.12
Evolution of Heterogeneous Network Modules via Maximization of Bidirectional Information Transmission International journal
Yutaka Yamaguti
Advances in Cognitive Neurodynamics(IV): Proceedings of the 4th International Conference on Cognitive Neurodynamics 2013 605 - 608 2014.12
Information flow in heterogeneously interacting systems Reviewed International journal
Yutaka Yamaguti, Ichiro Tsuda, Yoichiro Takahashi
Cognitive Neurodynamics 8 ( 1 ) 17 - 26 2014.2
Inhibitory Network Dependency in Cantor Coding Reviewed International journal
Yasuhiro Fukushima, Yoshikazu Isomura, Yutaka Yamaguti, Shigeru Kuroda, Ichiro Tsuda, Minoru Tsukada
Advances in Cognitive Neurodynamics (III) Proceedings of the Fourth International Conference on Cognitive Neurodynamics - 2011 635 - 640 2013.1
Transitory memory retrieval in the neural networks composed of Pinsky-Rinzel model neurons Reviewed International journal
Hiromichi Tsukada, Yutaka Yamaguti, Hiroshi Fujii, and Ichiro Tsuda
Advances in Cognitive Neurodynamics (III) Proceedings of the Fourth International Conference on Cognitive Neurodynamics - 2011 683 - 689 2013.1
Transitory memory retrieval in a biologically plausible neural network model Reviewed International journal
Hiromichi Tsukada, Yutaka Yamaguti, Ichiro Tsuda
Cognitive Neurodynamics 7 ( 5 ) 409 - 416 2013.1
Intermittent Switching of Phase Differences in Coupled Chaotic Oscillators and Coupled Circle Maps Reviewed International journal
Yutaka Yamaguti, Ichiro Tsuda, Yoichiro Takahashi
Proceedings of the 5th Shanghai International Symposium on Nonlinear Sciences and Applications 125 - 128 2012
Spatiotemporal Coding Mechanisms in the Hippocampal CA1 Reviewed International journal
Minoru Tsukada, Yasuhiro Fukushima, Makoto Yoneyama, Takeshi Aihara, Yutaka Yamaguti, Ichiro Tsuda
AIP Conference Proceedings International Conference on Numerical Analysis and Applied Mathematics 2011 1358 - 1360 2011.9
Information Theoretic Approach to Dynamical Systems of Heterogeneously Interacting Chaotic Oscillators Reviewed International journal
Yutaka Yamaguti, Ichiro Tsuda, and Yoichiro Takahashi
AIP Conference Proceedings International Conference on Numerical Analysis and Applied Mathematics 2011 1361 - 1364 2011.9
A mathematical model for Cantor coding in the hippocampus. Reviewed International journal
Yutaka Yamaguti, Shigeru Kuroda, Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda
Neural networks : the official journal of the International Neural Network Society 24 ( 1 ) 43 - 53 2011.1
Transitory behaviors in diffusively coupled nonlinear oscillators. Reviewed International journal
Satoru Tadokoro, Yutaka Yamaguti, Hiroshi Fujii, Ichiro Tsuda
Cognitive neurodynamics 5 1 - 12 2011.1
Emergence of Iterated Function Systems in the Hippocampal CA1 Reviewed International journal
S. Kuroda, Y. Fukushima, Y. Yamaguti, M. Tsukada and I. Tsuda
Advances in Cognitive Neurodynamics (II) Proceedings of the Second International Conference on Cognitive Neurodynamics - 2009 103 - 106 2010.10
Representation of Time-series by a Self-similar Set in a Model of Hippocampal CA1 Reviewed International journal
Y. Yamaguti, S. Kuroda, and I. Tsuda
Advances in Cognitive Neurodynamics (II) Proceedings of the Second International Conference on Cognitive Neurodynamics - 2009 97 - 101 2010.10
Iterated function systems in the hippocampal CA1. Reviewed International journal
Kuroda S, Fukushima Y, Yamaguti Y, Tsukada M, Tsuda I
Cognitive neurodynamics 3 205 - 222 2009.9
Possibility of Cantor Coding by Spatial Input Patterns, Advances in Neuro-Information Processing Reviewed International journal
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda
Advances in Neuro-Information Processing, Lecture Notes in Computer Science 5506 423 - 427 2009
Coding Mechanisms in Hippocampal Networks for Learning and Memory Reviewed International journal
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda
Advances in Neuro-Information Processing, Lecture Notes in Computer Science 5506 72 - 79 2009
A Mathematical Model for the Hippocampus : Towards the Understanding of Episodic Memory and Imagination Reviewed International journal
TSUDA Ichiro, YAMAGUTI Yutaka, KURODA Shigeru, FUKUSHIMA Yasuhiro, TSUKADA Minoru
Progress of theoretical physics. Supplement 173 99 - 108 2008.2
Spatial clustering property and its self-similarity in membrane potentials of hippocampal CA1 pyramidal neurons for a spatio-temporal input sequence. Reviewed International journal
Fukushima Y, Tsukada M, Tsuda I, Yamaguti Y, Kuroda S
Cognitive neurodynamics 1 305 - 316 2007.12
Chaotic itinerancy as a mechanism of irregular changes between synchronization and desynchronization in a neural network. Reviewed International journal
Tsuda I, Fujii H, Tadokoro S, Yasuoka T, Yamaguti Y
Journal of integrative neuroscience 3 ( 2 ) 159 - 182 2004.6
Chaotic pulse-coupled neural network as a model of synchronization and desynchronization in visual cortex Reviewed International journal
Yutaka Yamaguchi, Kosei Ishimura, and Mitsuo Wada
Proceedings of the 9th International Conference on Neural Information Processing 571 - 525 2002
山口裕
福岡工業大学 FD Annual Report 12(2021) 22 - 31 2022.7
Echo state network による時系列からの非定常性の検出
山口裕, 兒嶋大也, 宮嵜鋼
福岡工業大学総合研究機構研究所所報 1 43 - 46 2018.2
黒田, 茂 [編]; 行木, 孝夫 [編]; 山口, 明宏 [編]; 山口, 裕 [編]
北海道大学数学講究録 172 2018.1
砂原賢治、北崎訓、山口裕
福岡工業大学エレクトロニクス研究所所報 34 9 - 12 2017.10
動的選択確率を持つ反復関数系による強化学習モデルの解析
山口裕
福岡工業大学情報科学研究所所報 27 1 - 3 2016.10
Frequency Spectrum Optimization of Chaotic Dynamical Systems Using an Evolutionary Approach
Zhang Zhongxi, Yutaka Yamaguti
日本応用数理学会 第22回 研究部会連合発表会 2026.3
脳神経回路モデルによる複数リズム生成と役割分化の獲得
山口 裕, 中村 翔太
日本応用数理学会 第22回 研究部会連合発表会 2026.3
RNNにおける場所細胞とエピソード依存細胞の形成
田村 紳, 山口 裕
2025年度(第78回)電気・情報関係学会九州支部連合大会 2025.9
VAEと相互情報量学習によるscRNA-seqデータの疑似時間解析
山村友人, 山口 裕
2025年度(第78回)電気・情報関係学会九州支部連合大会 2025.9
Chaotic Dynamics in the Cyclic Image Generation Process
Yutaka Yamaguti, Takaya Tanaka
2025.3
Extracting Gene Expression Variations in Single-Cell RNA-Sequencing Data using Autoencoders and Mutual Information Maximizer International conference
Tomoki Toda, Yutaka Yamaguti
9th International Conference on Cognitive Neurodynamics (ICCN 2024) 2024.12
Formation of Functionally Differentiated Structure in Recurrent Neural Networks Through Mutual Information Learning International conference
Yuki Tomoda, Yutaka Yamaguti
9th International Conference on Cognitive Neurodynamics (ICCN 2024) 2024.12
Power Spectra Learning for Multiple Rhythm Generation in RNN International conference
Shota Nakamura, Yutaka Yamaguti
9th International Conference on Cognitive Neurodynamics (ICCN 2024) 2024.12
Formation of functionally differentiated structure in recurrent neural networks through mutual information learning
Yuki Tomoda, Yutaka Yamaguti
Japanese Neural Network Society 34th Annual Meeting (JNNS2024) 2024.9
Analysis of Neuronal Dynamics in Multiple Rhythm Generation using RNN
Shota Nakamura, Yutaka Yamaguti
Japanese Neural Network Society 34th Annual Meeting (JNNS2024) 2024.9
Analysis of gene expression variation using mutual information learning
Tomoki Toda, Yutaka Yamaguti
Japanese Neural Network Society 34th Annual Meeting (JNNS2024) 2024.9
An exploration of the principle of emerging interactions in spatiotemporal diversity
Ichiro Tsuda, Yuji Kawai, Takashi Ikeda, Yutaka Yamaguti, Hiroshi Watanabe, Yuki Tomoda
JST CREST Symbiotic interaction the 13th research area meeting 2024.3
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
塘田 悠希, 山口 裕
日本応用数理学会第20回研究部会連合発表会 2024.3
Adaptation of functionally differentiated networks through mutual information learning
Yutaka Yamaguti, Ichiro Tsuda
The 12th Research Area Meeting for CREST Symbiotic Interaction 2023.9
カオス信号を分離するRNN における機能分化構造の解析
塘田悠希 山口裕
2023 年度 (第76回) 電気・情報関係学会九州支部連合大会 2023.9
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
森真希登, 山口裕
2023 年度 (第76回) 電気・情報関係学会九州支部連合大会 2023.9
多目的最適化GAN によるアンビグラム生成
魏延輝, 山口裕
2023年度 (第76回) 電気・情報関係学会九州支部連合大会 2023.9
RNNを用いたシータ位相歳差現象の再現時にみられる興奮性・抑制性ニューロン間の役割分化
下坂 碧, 山口 裕
第33回 日本神経回路学会 全国大会 (JNNS2023) 2023.9
1/fノイズ生成を学習させた RNNの性能評価
中村 翔太, 山口 裕
第33回 日本神経回路学会 全国大会 (JNNS2023) 2023.9
Successive image generation though cyclic transformations using CycleGAN International conference
Takaya Tanaka, Yutaka yamaguti
10th International Congress on Industrial and Applied Mathematics (ICIAM 2023) 2023.8
Functional differentiations in evolutionary reservoir computing networks
山口 裕, 渡部 大志, 津田 一郎
CREST「人間と情報環境の共生インタラクション基盤技術の創出と展開」領域2022年度終了課題成果発表シンポジウム 2023.6
敵対的生成ネットワークにより生成される疑似カオス時系列にみられる誤差の分析
山口裕, 田中悠貴
日本応用数理学会第19回研究部会連合発表会 2023.3
興奮性・抑制性ニューロンの役割分化を理解するためのRNNモデリングアプローチ
下坂碧, 山口裕
2022年度(第75回） 電気・情報関係学会九州支部連合大会 2022.9
田中 天也, 山口 裕
第21回情報科学技術フォーラム（FIT2022） 2022.9
GANを用いて生成した擬似カオス時系列に対する非線形時系列解析
田中 悠貴, 山口 裕
日本応用数理学会2022年度年会 2022.9
高橋 直樹, 山口 裕
日本応用数理学会2022年度年会 2022.9
CycleGANにより構成される力学系のアトラクタ分布にみられるべき則
遠原 由規, 山口 裕
日本応用数理学会2022年度年会 2022.9
GANを用いて生成した擬似カオス時系列の統計的性質,
田中 悠貴, 山口 明宏, 山口 裕
日本応用数理学会第18回研究部会連合発表会 2022.3
Inducing functional differentiation by minimizing mutual information
Yutaka Yamaguti and Ichiro Tsuda
2022.3
CycleGANの反復変換により生成される力学系軌道のカオス性
遠原 由規, 山口 裕
日本応用数理学会第18回研究部会連合発表会 2022.3
相互情報量最小化による機能分化の誘導
山口裕，津田一郎
生理研研究会 第３回力学系の始点からの脳・神経回路の理解 2021.12
リザバーコンピューティングにおける教師の動的な選択
海老原 瑞馬, 津田 一郎, 山口 裕
日本応用数理学会2021年度年会 2021.9
GANを用いたカオス時系列生成
田中 悠貴, 山口 裕
日本応用数理学会2021年度年会 2021.9
CycleGANを用いた繰り返し画像変換に現れるアトラクタダイナミクスの分析
遠原 由規, 山口 裕
日本応用数理学会2021年度年会 2021.9
Hessian-Free法を用いたEcho State Networkの構造探索
濱地 優, 平川 翼, 山下 隆義, 藤吉 弘亘, 山口 裕, 津田 一郎
第20回情報科学技術フォーラム（FIT2021) 2021.8
Emergence of Functional differentiation by means of self organization with constraints
Yutaka Yamaguti, Hiroshi Watanabe, Ichiro Tsuda
2020.10
Reward-modulated Hebbian Learningを用いたエージェントの行動学習とその内部情報表現
中原 公彦, 山口 裕
応用数理学会2020年度年会 2020.9
Neural ODEによる画像認識過程の可視化
角田 千哉, 山口 裕
応用数理学会2020年度年会 2020.9
Echo State Networkにおける機能分化の誘発
夏目知浩, 平川翼, 山下隆義, 藤吉弘亘, 山口裕, 渡部大志, 津田一郎
第23回 画像の認識・理解シンポジウム (MIRU2020) 2020.8
回転する蛇の錯視における神経オシレーションの状態遷移解析
山口裕, 竹田昂典, 山口明宏, 津田一郎, 飛松省三
科学研究費補助金「新学術領域研究(研究領域提案型)」非線形発振現象を基盤としたヒューマンネイチャーの理解略称名:「オシロロジー」2019 年度第 2 回領域会議 2019.12
進化計算によるレザバーネットワークの機能分化
山口裕，津田一郎
応用数理学会2019年度年会 2019.9
Evolutionary reservoir computing for multi-task learning: Functional differentiation as a principle of generally learning agents
Yuji Kawai, Yutaka Yamaguti, Jihoon Park, Minoru Asada, and Ichiro Tsuda
2019.9
「回転する蛇の錯視」の神経基盤：脳磁図データからの状態遷移推定
山口裕, 竹田昂典, 山口明宏, 津田一郎, 飛松省三
新学術領域 非線形発振現象を基盤としたヒューマン・ネイチャーの理解（オシロロジー）2019年度第1回領域会議 2019.6
相互情報量を拘束条件とした脳機能分化の数理モデル Invited
山口裕
RIMS共同研究 On the activation of adaptive filters by the self-organization 2019.5
回転する蛇の錯視における脳磁図データの動的解析
山口裕, 竹田昂典, 山口明宏, 津田一郎, 飛松省三
新学術領域 非線形発振現象を基盤としたヒューマン・ネイチャーの理解（オシロロジー）2018年度第2回領域会議 2018.12
An Exploration of the principle of emerging interactions and its Applications to Functional Differentiations
Yutaka Yamaguti, Hiroshi Watanabe, Masato Todo, Ichiro Tsuda
2018.9
洗濯板状電食痕の形成〜ごく初期における放電箇所の特定〜
山下大輝，砂原賢治，北崎訓，山口裕，山本正治，石田雄二，佐々木厳，西川宏志，松田健次
トライボロジー会議2018春 東京 2018.5
拘束条件付き自己組織化による脳機能分化の数理モデル
山口裕
RIMS共同研究Mathematical Analysis of Self-Organization with Constraints 2018.5
外部スイッチング電源による洗濯板状電食痕の形成
田中龍太郎，砂原賢治，北崎訓，山口裕，山本正治，石田雄二, 佐々木厳，西川宏志，松田健次
トライボロジー会議2018春 東京 2018.5
洗濯板状電食痕のピッチ決定ルールの考察〜チューリングパターンとの類似性〜
上西健太，砂原賢治，北崎訓，山口裕，山本正治，石田雄二，佐々木厳，西川宏志，松田健次
トライボロジー会議2018春 東京 2018.5
Pitch of washboard/fluting pattern due to electrical pitting International conference
Kenji Sunahara, Satoshi Kitazaki, Yutaka Yamaguti, Masaharu Yamamoto, Yuji Ishida , Iwao Sasaki, Hiroshi Nishikawa, Kenji Matsuda
The 9th Advanced Forum on Tribology 2018 2018.4
軸受における洗濯板状電食痕形成の数理モデル
山口裕、北崎訓、砂原賢治
応用数理学会2017年度年会 2017.9
Effect of lubrication regime on washboard/fluting pattern formation due to electrical pitting International conference
Kenji Sunahara, Satoshi Kitazaki, Yutaka Yamaguti, Yuji Ishida, Iwao Sasaki, Hiroshi Nishikawa, Kenji Matsuda
43rd Leeds-Lyon Symposium on Tribology “Tribology (The Jost report – 50 years on)” 2016.9
ネットワーク自己再組織化の数理的基盤の創成
津田一郎、行木孝夫、奈良重俊、山口裕、山口明宏、田所智、渡部大志、藤堂真登
新学術領域「オシロロジー」第2回領域会議 2016.6
情報伝達最大化原理に基づくネットワークの分化 Invited
山口裕
「非線形・統計力学とその周辺」セミナー 2016.3
Iterated function systems with dynamic selection probability in the hippocampus
山口裕、西田洋司、高橋宗良、ローレンス・ヨハン、津田一郎
科研費新学術領域「非線形発振現象を基盤としたヒューマンネイチャーの理解」第一回領域会議 2016.1
Chaotic itinerancy-like memory retrieval in the neural networks of Pinsky-Rinzel type of neurons
Hiromichi Tsukada, Yutaka Yamaguti, Hiroshi Fujii, Ichiro Tsuda
NEUROSCIENCE RESEARCH 2011 ELSEVIER IRELAND LTD
Inhibitory network dependency of Cantor coding in hippocampal CA1
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda
NEUROSCIENCE RESEARCH 2010 ELSEVIER IRELAND LTD
Cantor coding performance of hippocampal CA1 pyramidal neurons in relation to interval of input sequence
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda
NEUROSCIENCE RESEARCH 2009 ELSEVIER IRELAND LTD
Cantor coding under suprathreshold conditions in hippocampal CA1 neurons
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda
NEUROSCIENCE RESEARCH 2008 ELSEVIER IRELAND LTD
23pTL-13 Intermittency in Gap Junction Coupled Neurons of Two Dimensional Hindmarsh-Rose Types
Tadokoro Satoru, Yamaguchi Yutaka, Tsuda Ichiro, Fujii Hiroshi
Meeting abstracts of the Physical Society of Japan 2007.8 The Physical Society of Japan (JPS)
福島康弘, 塚田稔, 津田一郎, 黒田茂, 山口裕
電子情報通信学会技術研究報告. NC, ニューロコンピューティング 2007.3 社団法人電子情報通信学会
26pXD-8 Cantor Coding in a Hippocampal CA1 Model Composed of Two-compartment Neurons
Yamaguti Yutaka, Kuroda Shigeru, Tsuda Ichiro
Meeting abstracts of the Physical Society of Japan 2006.8 The Physical Society of Japan (JPS)
Cantor coding by 2-compartment model of CA1 neurons
Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda, Yasuhiro Fukushima, Minoru Tsukada
NEUROSCIENCE RESEARCH 2006 ELSEVIER IRELAND LTD
The Cantor-like patterns in rat hippocampal CA1 pyramidal neurons
Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Shigeru Kuroda, Yutaka Yamaguti
NEUROSCIENCE RESEARCH 2006 ELSEVIER IRELAND LTD
19aYO-10 On a Mechanism of Chaotic itinerancy in a Network of Class I^* Neurons Coupled by Gap-junctions
Yamaguti Yutaka, Tadokoro Satoru, Tsuda Ichiro, Fujii Hiroshi
Meeting abstracts of the Physical Society of Japan 2005.8 The Physical Society of Japan (JPS)
24pYB-4 Chaotic Itinerancy of Class I^* Neurons Coupled by Gap Junctions
Tadokoro Satoru, Yamaguti Yutaka, Tsuda Ichiro, Fujii Hiroshi
Meeting abstracts of the Physical Society of Japan 2005.3 The Physical Society of Japan (JPS)
上田睆亮賞
2024.3 日本応用数理学会応用カオス研究部会
山口裕, 田中悠貴
FIT奨励賞
2022.9 第21回情報科学技術フォーラム
田中 天也, 山口 裕
第1回応用カオス研究部会賞(若手奨励賞)
2022.9 日本応用数理学会応用カオス研究部会
田中 悠貴, 山口 裕
第2回応用カオス研究部会賞(若手奨励賞)
2022.9 日本応用数理学会応用カオス研究部会
遠原 由規, 山口 裕
FIT論文賞
2021.11 第20回情報科学技術フォーラム
濱地 優輝, 平川 翼, 山下 隆義, 藤吉 弘亘, 山口 裕, 津田 一郎
Best Poster Award
2013.6 The 4th International Conference on Cognitive Neurodynamics (ICCN2013)
Grant number：23K11256 2023.4 - 2026.3
日本学術振興会 科学研究費助成事業 基盤研究(C)
山口 裕, 奈良 重俊, 津田 一郎
Authorship：Principal investigator Grant type：Competitive
Grant amount：\4680000 （ Direct Cost: \3600000 、 Indirect Cost：\1080000 ）
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
Grant number：JPMJMI21G7 2021.10 - 2024.3
国立研究開発法人科学技術振興機構 未来社会創造事業 探索加速型（探索研究）「革新的な知や製品を創出する共通基盤システム・装置の実現」
山口 裕
Authorship：Coinvestigator(s) Grant type：Competitive
Grant amount：\7800000 （ Direct Cost: \6000000 、 Indirect Cost：\1800000 ）
記憶回路網における文脈情報の修飾・統合機能に関する実験と理論の融合研究
Grant number：20H04246 2020.4 - 2024.3
日本学術振興会 科学研究費助成事業 基盤研究(B)
塚田 啓道, 杉崎 えり子, 奈良 重俊, 塚田 稔, 山口 裕, 津田 一郎
Authorship：Coinvestigator(s) Grant type：Competitive
Grant amount：\17810000 （ Direct Cost: \13700000 、 Indirect Cost：\4110000 ）
Chaotic dynamics in deep neural networks and its applications to information processing
Grant number：20K11985 2020.4 - 2023.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)
Authorship：Principal investigator Grant type：Competitive
Grant amount：\4420000 （ Direct Cost: \3400000 、 Indirect Cost：\1020000 ）
A Mathematical Model for the Neuro-information Mechanisms of Complex Visual Hallucinations
Grant number：17H01794 2017.4 - 2021.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
Authorship：Coinvestigator(s) Grant type：Competitive
Grant amount：\17420000 （ Direct Cost: \13400000 、 Indirect Cost：\4020000 ）
computational role of neural synchronization
Grant number：16K00409 2016.4 - 2019.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)
Authorship：Principal investigator Grant type：Competitive
Grant amount：\4420000 （ Direct Cost: \3400000 、 Indirect Cost：\1020000 ）
学習と記憶における周波数カップリングを用いた文脈情報と感覚入力の統合
Grant number：15K00325 2015.4 - 2018.3
日本学術振興会 科研費 基盤（C)
福島 康弘, 津田 一郎, 相原 威, 塚田 稔, 山口 裕
Authorship：Coinvestigator(s) Grant type：Competitive
Grant amount：\4550000 （ Direct Cost: \3500000 、 Indirect Cost：\1050000 ）
その他1：研究課題番号：15K00325
その他2：研究代表者：福島康弘（川崎医療福祉大学・医療福祉学部）
Grant number：26540123 2014.4 - 2016.3
日本学術振興会 科研費 挑戦的萌芽
山口 裕, 津田 一郎, 清水 正宏
Authorship：Principal investigator Grant type：Competitive
Grant amount：\3640000 （ Direct Cost: \2800000 、 Indirect Cost：\840000 ）
その他1：研究課題番号：26540123
Grant number：23500186 2011.4 - 2014.3
日本学術振興会 科研費 基盤（C)
福島 康弘, 塚田 稔, 津田 一郎, 山口 裕, 相原 威
Authorship：Coinvestigator(s) Grant type：Competitive
Grant amount：\5200000 （ Direct Cost: \4000000 、 Indirect Cost：\1200000 ）
その他1：研究課題番号：23500186
電気的シナプスを含む神経場における動的細胞集成体形成の時空ダイナミクスと情報処理
Grant number：03J52021 2003.10 - 2005.3
日本学術振興会 科研費 特別研究員奨励費
山口 裕
Authorship：Principal investigator Grant type：Competitive
Grant amount：\2600000 （ Direct Cost: \2600000 ）
その他1：研究課題番号：03J52021
2025 Seminar on Fundamentals of Computer
2025 Natural Language Processing
2025 Artificial Intelligence Application
2025 Experiments of Computer Science and
2025 Graduation Study
2025 Practices for Writing English Papers
2025 Advanced Intelligent System
2025 Research Study for Master's Thesis in
2025 Special Seminar in Intelligent
2025 Intelligence Information Engineering
2024 Seminar on Fundamentals of Computer
2024 Natural Language Processing
2024 Artificial Intelligence Application
2024 Experiments of Computer Science and
2024 Special Lectures in Computer Science and
2024 Graduation Study
2024 Practices for Writing English Papers
2024 Advanced Intelligent System
2024 Research Study for Master's Thesis in
2023 Seminar on Fundamentals of Computer
2023 Natural Language Processing
2023 Artificial Intelligence Application
2023 Experiments of Computer Science and
2023 Special Lectures in Computer Science and
2023 Graduation Study
2023 Practices for Writing English Papers
2023 Advanced Intelligent System
2023 Research Study for Master's Thesis in
2022 Seminar on Fundamentals of Computer
2022 Natural Language Processing
2022 Artificial Intelligence Application
2022 Experiments of Computer Science and
2022 Special Lectures in Computer Science and
2022 Graduation Study
2022 Advanced Intelligent System
2022 Practices for Writing English Papers
2022 Research Study for Master's Thesis in
2021 Computer Science
2021 Seminar on Fundamentals of Computer
2021 Natural Language Processing
2021 Artificial Intelligence Application
2021 Experiments of Computer Science and
2021 Graduation Study
2021 Practices for Writing English Papers
2021 Advanced Intelligent System
2021 Research Study for Master's Thesis in
2020 Computer Science
2020 Seminar on Fundamentals of Computer
2020 Natural Language Processing
2020 Artificial Intelligence Application
2020 Special Lectures in Computer Science and
2020 Experiments of Computer Science and
2020 Graduation Study
2020 Practices for Writing English Papers
2020 Advanced Intelligent System
2019 Computer Science
2019 Seminar on Fundamentals of Computer
2019 Natural Language Processing
2019 Artificial Intelligence Application
2019 Experiments of Computer Science and
2019 Special Lectures in Computer Science and
2019 Graduation Study
2019 Practices for Writing English Papers
2019 Advanced Intelligent System
2018 Computer Science
2018 Seminar on Fundamentals of Computer
2018 Artificial Intelligence Application
2018 Natural Language Processing
2018 Internship
2018 Special Lectures in Computer Science and
2018 Experiments of Computer Science and
2018 Graduation Study
2018 Practices for Writing English Papers
2018 Advanced Intelligent System
2017 Computer Science
2017 Seminar on Fundamentals of Computer
2017 Artificial Intelligence Application
2017 Natural Language Processing
2017 Experiments of Computer Science and
2017 Special Lectures in Computer Science and
2017 Graduation Study
2017 Practices for Writing English Papers
2017 Advanced Intelligent System
2016 Computer Science
2016 Seminar on Fundamentals of Computer
2016 Natural Language Processing
2016 Artificial Intelligence Application
2016 Experiments of Computer Science and
2016 Special Lectures in Computer Science and
2016 Graduation Study
2016 Practices for Writing English Papers
数理科学演習
2012.10 - 2013.3 Institution：北海道大学
Level：Undergraduate (specialized)
一般教育演習(フレッシュマンセミナー)
2012.4 - 2012.9 Institution：北海道大学
Level：Undergraduate (liberal arts)
computer
2008.4 - 2015.3 Institution：Hokkaido University
Level：Undergraduate (specialized)
津田一郎教授退職記念研究集会 複雑系数理の新展開 世話人
Role(s)： Planning, management, etc., Panel moderator, session chair, etc.
2017.2
Member of the Program Committee for the 5th international conference on cognitive neurodynamics, Sanya China International contribution
Role(s)： Planning, management, etc., Peer review
2015.6
Co-organizer of the mini-symposium on “Dynamic brain for communication” held in the 5th international conference on cognitive neurodynamics International contribution
Role(s)： Planning, management, etc., Panel moderator, session chair, etc., Peer review
2015.6
津田教授還暦記念研究集会 複雑系数理から動的脳観へ 世話人 International contribution
Role(s)： Planning, management, etc., Panel moderator, session chair, etc.
2013.9
Citation count denotes the number of citations in papers published for a particular year.