OKU Makito 奥牧人

Researcher Number	30633565
Other IDs	https://orcid.org/0000-0002-0282-2361
Affiliation (based on the past Project Information) *help	2019 – 2021: 富山大学, 学術研究部薬学・和漢系, 特命准教授 2016 – 2018: 富山大学, 和漢医薬学総合研究所, 特命准教授 2012 – 2013: 東京大学, 生産技術研究所, 助教
Review Section/Research Field	Principal Investigator Bioinformatics/Life informatics Except Principal Investigator Complex Systems Disease Theory / Mathematical informatics
Keywords	Principal Investigator 部分観測マルコフ決定過程 / マルコフ連鎖モンテカルロ法 / 近似解法 / 意思決定 / ダイナミックベイジアンネットワーク / ベイズの定理 / 確率推論 / 脳型情報処理 Except Principal Investigator 複雑系数理学 / 超早期の遺伝子変化 … More / 防風通聖散 / 漢方薬 / ゆらぎ / ラマンスペクトル / 揺らぎ / メタボリックシンドローム / DNB / 未病 / 数理的基盤 / 動的ネットワークバイオマーカー / 内分泌療法 / 個別化医療 / 数理モデリング / 生命病態システム Less

Development of novel medical strategies in pre-disease by Kampo science and the mathematical science of complex systems
- Principal Investigator
  
  Koizumi Keiichi
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Complex Systems Disease Theory
- Research Institution
  University of Toyama
Establishing Theoretical Foundations for Mathematical Modeling of Pathological Biosystems and its Applications to Personalized Medicine
- Principal Investigator
  
  AIHARA Kazuyuki
- Project Period (FY)
  2015 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Research Field
  
  Mathematical informatics
- Research Institution
  The University of Tokyo
Basic research on brain-inspired information processing systems with integrated computation for recognition and decision makingPrincipal Investigator
- Principal Investigator
  
  OKU Makito
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Bioinformatics/Life informatics
- Research Institution
  The University of Tokyo

All 2021 2020 2019 2018 2017 2016 2013 Other

All Journal Article Presentation Patent

[Journal Article] Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error2021
- Author(s)
  Suzuki Taiji、Abe Hiroshi、Murata Tomoya、Horiuchi Shingo、Ito Kotaro、Wachi Tokuma、Hirai So、Yukishima Masatoshi、Nishimura Tomoaki
- Journal Title
  
  Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
  
  Volume: Main track Pages: 2839-2846
- DOI
  10.24963/ijcai.2020/393
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05707, KAKENHI-PROJECT-18H03201
[Journal Article] Practical Data‐Driven Flood Forecasting Based on Dynamical Systems Theory2021
- Author(s)
  Okuno Shunya、Ikeuchi Koji、Aihara Kazuyuki
- Journal Title
  
  Water Resources Research
  
  Volume: 57 Issue: 3
- DOI
  10.1029/2020wr028427
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] フローサイトメトリーデータ解析ための方向制限付きアースムーバー距離の効率的な計算法2020
- Author(s)
  奥牧人
- Journal Title
  
  情報処理学会研究報告
  
  Volume: 2020-BIO-61(8) Pages: 1-6
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Forecasting high-dimensional dynamics exploiting suboptimal embeddings2020
- Author(s)
  Okuno Shunya、Aihara Kazuyuki、Hirata Yoshito
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1
- DOI
  10.1038/s41598-019-57255-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Suppression of Dynamical Network Biomarker Signals at the Predisease State (Mibyou) before Metabolic Syndrome in Mice by a Traditional Japanese Medicine (Kampo Formula) Bofutsushosan2020
- Author(s)
  Koizumi Keiichi、Oku Makito、Hayashi Shusaku、Inujima Akiko、Shibahara Naotoshi、Chen Luonan、Igarashi Yoshiko、Tobe Kazuyuki、Saito Shigeru、Kadowaki Makoto、Aihara Kazuyuki
- Journal Title
  
  Evidence-Based Complementary and Alternative Medicine
  
  Volume: 2020 Issue: 1 Pages: 1-9
- DOI
  10.1155/2020/9129134
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K06698, KAKENHI-PROJECT-15H05707
[Journal Article] Suppression of Dynamical Network Biomarker Signals at the Predisease State (Mibyou) before Metabolic Syndrome in Mice by a Traditional Japanese Medicine (Kampo Formula) Bofutsushosan2020
- Author(s)
  Koizumi K., Oku M., Hayashi S., Inujima A., Shibahara N., Chen L., Igarashi Y., Tobe K., Saito S., Kadowaki M., Aihara K.
- Journal Title
  
  Evid. Based Complement. Alternat. Med.
  
  Volume: 9129134 Pages: 9129134-9129134
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17KT0050
[Journal Article] Electrical coupling controls dimensionality and chaotic firing of inferior olive neurons2020
- Author(s)
  Hoang Huu、Lang Eric J.、Hirata Yoshito、Tokuda Isao T.、Aihara Kazuyuki、Toyama Keisuke、Kawato Mitsuo、Schweighofer Nicolas
- Journal Title
  
  PLOS Computational Biology
  
  Volume: 16 Issue: 7 Pages: e1008075-e1008075
- DOI
  10.1371/journal.pcbi.1008075
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Combining multiple forecasts for multivariate time series via state-dependent weighting2019
- Author(s)
  S. Okuno, K. Aihara, Y. Hirata
- Journal Title
  
  Chaos: An Interdisciplinary Journal of Nonlinear Science
  
  Volume: Vol.29 Issue: 3
- DOI
  10.1063/1.5057379
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] 二次多項式近似による臨界遷移確率の推定2019
- Author(s)
  奥牧人
- Journal Title
  
  電子情報通信学会技術研究報告
  
  Volume: Vol.118, No.498 Pages: 57-62
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] もう一つの主成分分析に基づく同期性揺らぎ遺伝子抽出法2019
- Author(s)
  奥牧人
- Journal Title
  
  情報処理学会研究報告
  
  Volume: Vol.2019-BIO-57, No.2 Pages: 1-6
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Explicit transversality conditions and local bifurcation diagrams for Bogdanov-Takens bifurcation on center manifolds2019
- Author(s)
  Yang Li, Hiroshi Kokubu, and Kazuyuki Aihara
- Journal Title
  
  Physica D
  
  Volume: 391 Pages: 52-65
- DOI
  10.1016/j.physd.2018.11.005
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02859, KAKENHI-PROJECT-20K20341, KAKENHI-PROJECT-15H05707, KAKENHI-PROJECT-18H03671
[Journal Article] Identifying pre-disease signals before metabolic syndrome in mice by dynamical network biomarkers2019
- Author(s)
  Koizumi Keiichi、Oku Makito、Hayashi Shusaku、Inujima Akiko、Shibahara Naotoshi、Chen Luonan、Igarashi Yoshiko、Tobe Kazuyuki、Saito Shigeru、Kadowaki Makoto、Aihara Kazuyuki
- Journal Title
  
  Scientific Reports
  
  Volume: 9 Issue: 1
- DOI
  10.1038/s41598-019-45119-w
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Chaotic dynamics as a mechanism of rapid transition of hippocampal local field activity between theta and non-theta states2019
- Author(s)
  Tokuda Keita、Katori Yuichi、Aihara Kazuyuki
- Journal Title
  
  Chaos: An Interdisciplinary Journal of Nonlinear Science
  
  Volume: 29 Issue: 11 Pages: 113115-113115
- DOI
  10.1063/1.5110327
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05707, KAKENHI-PROJECT-17K16365
[Journal Article] Two Novel Methods for Extracting Synchronously Fluctuated Genes2019
- Author(s)
  M. Oku
- Journal Title
  
  IPSJ Transactions on Bioinformatics
  
  Volume: 12 Issue: 0 Pages: 9-16
- DOI
  10.2197/ipsjtbio.12.9
- NAID
  130007618904
- ISSN
  1882-6679
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Early Detection of a Traffic Flow Breakdown in the Freeway Based on Dynamical Network Markers2019
- Author(s)
  M. A. S. Kamal, M. Oku, T. Hayakawa, J. Imura, and K. Aihara
- Journal Title
  
  Int. J. ITS Research
  
  Volume: - Issue: 3 Pages: 422-435
- DOI
  10.1007/s13177-019-00210-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03774, KAKENHI-PROJECT-15H05707
[Journal Article] 同期性揺らぎ遺伝子の二つの新規抽出法2018
- Author(s)
  奥牧人
- Journal Title
  
  情報処理学会研究報告
  
  Volume: Vol.2018-BIO-56, No.1 Pages: 1-6
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Elimination of Spiral Waves in a Locally Connected Chaotic Neural Network by a Dynamic Phase Space Constraint2017
- Author(s)
  Y. Li, M. Oku, G. He, and K. Aihara
- Journal Title
  
  Neural Networks
  
  Volume: Vol.88 Pages: 9-21
- DOI
  10.1016/j.neunet.2017.01.002
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] Relations Between Early-Warning Signals Based on Dynamical Network Markers and Network Structures2017
- Author(s)
  Tadayoshi Matsumori, Makito Oku, and Kazuyuki Aihara
- Journal Title
  
  Proceedings of 2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2017)
  
  Volume: - Pages: 229-232
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] 動的ネットワークマーカーによるシステムの転移の予兆検出2016
- Author(s)
  中川拓麻, 奥牧人, 合原一幸
- Journal Title
  
  SEISAN KENKYU
  
  Volume: 68 Issue: 3 Pages: 271-274
- DOI
  10.11188/seisankenkyu.68.271
- NAID
  130005153085
- ISSN
  0037-105X, 1881-2058
- Language
  Japanese
- Open Access
- Data Source
  KAKENHI-PROJECT-15H05707
[Journal Article] 複雑生命系とビッグデータ解析2016
- Author(s)
  合原一幸, 平田祥人, 奥牧人
- Journal Title
  
  実験医学
  
  Volume: 34(5) Pages: 728-732
- Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15H05707
[Patent] 時系列予測装置、時系列予測方法及びプログラム2018
- Inventor(s)
  合原一幸，平田祥人，奥野峻也
- Industrial Property Rights Holder
  国立大学法人東京大学、株式会社構造計画研究所
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2018-042456
- Filing Date
  2018
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error2021
- Author(s)
  Taiji Suzuki, Hiroshi Abe, Tomoya Murata, Shingo Horiuchi, Kotaro Ito, Tokuma Wachi, So Hirai, Masatoshi Yukishima, Tomoaki Nishimura
- Organizer
  Twenty-Ninth International Joint Conference on Artificial Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] もう一つの主成分分析に基づく同期性揺らぎ遺伝子抽出法2019
- Author(s)
  奥牧人
- Organizer
  情報処理学会第57回バイオ情報学研究会
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] フローサイトメトリーデータ解析ための方向制限付きアースムーバー距離の効率的な計算法2019
- Author(s)
  奥牧人
- Organizer
  第61回バイオ情報学研究会
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] 二次多項式近似による臨界遷移確率の推定2019
- Author(s)
  奥牧人
- Organizer
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] 同期性揺らぎ遺伝子の二つの新規抽出法2018
- Author(s)
  奥牧人
- Organizer
  情報処理学会第56回バイオ情報学研究会
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] On the Covariance Matrix of the Stationary Distribution of a Noisy Dynamical System2018
- Author(s)
  M. Oku
- Organizer
  International Workshop on Early-warning Signals: from Fundamentals to Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] Relations Between Early-Warning Signals Based on Dynamical Network Markers and Network Structures2017
- Author(s)
  T. Matsumori, M. Oku, and K. Aihara
- Organizer
  2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H05707
[Presentation] Approximated Probabilistic Inference on a Dynamic Bayesian Network Using a Multistate Neural Network2013
- Author(s)
  Makito Oku
- Organizer
  2013 International Symposium on Nonlinear Theory and its Applications (NOLTA2013)
- Place of Presentation
  サンタフェ, アメリカ合衆国
- Year and Date
  2013-09-11
- Data Source
  KAKENHI-PROJECT-24800013
[Presentation] Approximated Probabilistic Inference on a Dynamic Bayesian Network Using a Multistate Neural Network
- Author(s)
  Makito Oku
- Organizer
  2013 International Symposium on Nonlinear Theory and its Applications (NOLTA2013)
- Place of Presentation
  Santa Fe, USA
- Data Source
  KAKENHI-PROJECT-24800013

1. AIHARA Kazuyuki (40167218)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
2. Koizumi Keiichi (10334715)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
3. 宮野悟 (50128104)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 鈴木大慈 (60551372)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
5. 藤原寛太郎 (00557704)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 中岡慎治 (30512040)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 森野佳生 (90712737)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 梶田真司 (40804191)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. HAYAKAWA Tomohisa

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
10. 林周作

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 井村順一

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
12. KAMAL MD・ABDUS・SAMAD

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

OKU Makito 奥 牧人

Research Projects

Research Products

Co-Researchers

Development of novel medical strategies in pre-disease by Kampo science and the mathematical science of complex systems

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Establishing Theoretical Foundations for Mathematical Modeling of Pathological Biosystems and its Applications to Personalized Medicine

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Basic research on brain-inspired information processing systems with integrated computation for recognition and decision makingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Practical Data‐Driven Flood Forecasting Based on Dynamical Systems Theory2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] フローサイトメトリーデータ解析ための方向制限付きアースムーバー距離の効率的な計算法2020

Author(s)

Journal Title

Data Source

[Journal Article] Forecasting high-dimensional dynamics exploiting suboptimal embeddings2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Suppression of Dynamical Network Biomarker Signals at the Predisease State (Mibyou) before Metabolic Syndrome in Mice by a Traditional Japanese Medicine (Kampo Formula) Bofutsushosan2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Suppression of Dynamical Network Biomarker Signals at the Predisease State (Mibyou) before Metabolic Syndrome in Mice by a Traditional Japanese Medicine (Kampo Formula) Bofutsushosan2020

Author(s)

Journal Title

Data Source

[Journal Article] Electrical coupling controls dimensionality and chaotic firing of inferior olive neurons2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Combining multiple forecasts for multivariate time series via state-dependent weighting2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 二次多項式近似による臨界遷移確率の推定2019

Author(s)

Journal Title

Data Source

[Journal Article] もう一つの主成分分析に基づく同期性揺らぎ遺伝子抽出法2019

Author(s)

Journal Title

Data Source

[Journal Article] Explicit transversality conditions and local bifurcation diagrams for Bogdanov-Takens bifurcation on center manifolds2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Identifying pre-disease signals before metabolic syndrome in mice by dynamical network biomarkers2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Chaotic dynamics as a mechanism of rapid transition of hippocampal local field activity between theta and non-theta states2019

Author(s)

OKU Makito 奥牧人