Isomura Takuya 磯村拓哉

Researcher Number	50802972
Other IDs
Affiliation (Current)	2026: 国立研究開発法人理化学研究所, 脳神経科学研究センター, ユニットリーダー
Affiliation (based on the past Project Information) *help	2023 – 2025: 国立研究開発法人理化学研究所, 脳神経科学研究センター, ユニットリーダー
Review Section/Research Field	Principal Investigator Transformative Research Areas, Section (IV) Except Principal Investigator Basic Section 61040:Soft computing-related
Keywords	Principal Investigator リバースエンジニアリング / 自由エネルギー原理 / 生成モデル / 脳型人工知能 / 能動的推論 / 人工知能 / 神経科学 Except Principal Investigator 推論 / 神経細胞 / 脳

自由エネルギー原理に基づく脳組織を用いた物理リザバー推論
- Principal Investigator
  
  高橋宏知
- Project Period (FY)
  2024 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  The University of Tokyo
Extension and validation of unified theories of prediction and actionArea Organizer
- Area Organizer
  
  磯村拓哉
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
Development and validation of a unified theory of prediction and actionPrincipal Investigator
- Principal Investigator
  
  磯村拓哉
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Institute of Physical and Chemical Research
Creating neuromorphic artificial intelligence using reverse engineering of generative modelsPrincipal Investigator
- Principal Investigator
  
  磯村拓哉
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (IV)
- Research Institution
  Institute of Physical and Chemical Research

All 2025 2024 2023

All Journal Article Presentation

[Journal Article] Triple equivalence for the emergence of biological intelligence2025
- Author(s)
  Isomura Takuya
- Journal Title
  
  Communications Physics
  
  Volume: 8 Issue: 1 Pages: 160-160
- DOI
  10.1038/s42005-025-02059-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Journal Article] Toward the Development of a Unified Theory of Intelligence2025
- Author(s)
  磯村拓哉
- Journal Title
  
  The Brain & Neural Networks
  
  Volume: 32 Issue: 1 Pages: 47-57
- DOI
  10.3902/jnns.32.47
- ISSN
  1340-766X, 1883-0455
- Year and Date
  2025-03-05
- Language
  Japanese
- Open Access
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Journal Article] Synaptic pruning facilitates online Bayesian model selection2024
- Author(s)
  Tazawa Ukyo T.、Isomura Takuya
- Journal Title
  
  bioRxiv
  
  Volume: -
- DOI
  10.1101/2024.05.15.593712
- Open Access
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Journal Article] On Predictive Planning and Counterfactual Learning in Active Inference2024
- Author(s)
  Paul Aswin、Isomura Takuya、Razi Adeel
- Journal Title
  
  Entropy
  
  Volume: 26 Issue: 6 Pages: 484-484
- DOI
  10.3390/e26060484
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Journal Article] Federated inference and belief sharing2024
- Author(s)
  Friston Karl J.、Parr Thomas、Heins Conor、Constant Axel、Friedman Daniel、Isomura Takuya、Fields Chris、Verbelen Tim、Ramstead Maxwell、Clippinger John、Frith Christopher D.
- Journal Title
  
  Neuroscience & Biobehavioral Reviews
  
  Volume: 156 Pages: 105500-105500
- DOI
  10.1016/j.neubiorev.2023.105500
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Journal Article] Experimental validation of the free-energy principle with in vitro neural networks2023
- Author(s)
  Isomura Takuya、Kotani Kiyoshi、Jimbo Yasuhiko、Friston Karl J.
- Journal Title
  
  Nature Communications
  
  Volume: 14 Issue: 1 Pages: 4547-4547
- DOI
  10.1038/s41467-023-40141-z
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972, KAKENHI-PLANNED-23H04973
[Presentation] 自由エネルギー原理とニューラルネットワーク2025
- Author(s)
  磯村拓哉
- Organizer
  第17回脳科学若手の会春の合宿
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 自由エネルギー原理とニューラルネットワーク2025
- Author(s)
  磯村拓哉
- Organizer
  第17回脳科学若手の会春の合宿
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Triple equivalence for the emergence of biological intelligence2025
- Author(s)
  Takuya Isomura
- Organizer
  The 3rd RIKEN CBS Co-Creation International Conference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Triple equivalence for the emergence of biological intelligence2025
- Author(s)
  Takuya Isomura
- Organizer
  The 3rd RIKEN CBS Co-Creation International Conference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Canonical neural networks can implement Turing machines2024
- Author(s)
  Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Bayesian model selection method inspired by synaptic pruning2024
- Author(s)
  Ukyo T. Tazawa,Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 脳内生成モデルのリバースエンジニアリング2024
- Author(s)
  磯村拓哉
- Organizer
  第154回ロボット工学セミナー
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 生成モデルのリバースエンジニアリング2024
- Author(s)
  磯村拓哉
- Organizer
  JST CREST「マルチセンシング」領域シンポジウム
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Reverse engineering of generative models2024
- Author(s)
  Takuya Isomura
- Organizer
  1st Digital Brain Workshop
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Simulation of Prism Adaptation with Free-energy Principle2024
- Author(s)
  Megumi Yoshihara,Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Bayesian model selection method inspired by synaptic pruning2024
- Author(s)
  Ukyo T. Tazawa,Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Establishing cognitive behavioral tasks for torso-fixed marmoset.2024
- Author(s)
  Kawabata, M., Hirayama, Y., Ebina, T., Matsuzaki, M., and Isomura, Y.
- Organizer
  第１３回日本マーモセット研究会大会
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Reverse engineering of generative models2024
- Author(s)
  Takuya Isomura
- Organizer
  1st Digital Brain Workshop
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 脳知能の統一理論に基づくAGI開発の展望2024
- Author(s)
  磯村拓哉
- Organizer
  第9回全脳アーキテクチャ・シンポジウム
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 脳知能の統一理論に基づくAGI開発の展望2024
- Author(s)
  磯村拓哉
- Organizer
  第9回全脳アーキテクチャ・シンポジウム
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 古典・神経・量子システムにおけるベイズ力学2024
- Author(s)
  磯村拓哉
- Organizer
  第71回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 自己組織化系のベイズ力学2024
- Author(s)
  磯村拓哉
- Organizer
  定量生物学の会第十一回年会
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Reverse engineering of generative models2024
- Author(s)
  Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 古典・神経・量子システムにおけるベイズ力学2024
- Author(s)
  磯村拓哉
- Organizer
  第71回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Canonical neural networks can implement Turing machines2024
- Author(s)
  Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 生成モデルのリバースエンジニアリング2024
- Author(s)
  磯村拓哉
- Organizer
  JST CREST「マルチセンシング」領域シンポジウム
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 自己組織化系のベイズ力学2024
- Author(s)
  磯村拓哉
- Organizer
  定量生物学の会第十一回年会
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Experimental validation of the free-energy principle with in vitro neural networks2024
- Author(s)
  Takuya Isomura
- Organizer
  MxW Summit 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 自由エネルギー原理のコンセプトとデータ解析への適用方法2024
- Author(s)
  磯村拓哉
- Organizer
  第77回日本自律神経学会総会
- Invited
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 自由エネルギー原理のコンセプトとデータ解析への適用方法2024
- Author(s)
  磯村拓哉
- Organizer
  第77回日本自律神経学会総会
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Active inference model of fast prism adaptation using the mixture of policy matrices2024
- Author(s)
  Megumi Yoshihara,Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Simulation of Prism Adaptation with Free-energy Principle2024
- Author(s)
  Megumi Yoshihara,Takuya Isomura
- Organizer
  NEURO2024
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Experimental validation of the free-energy principle with in vitro neural networks2024
- Author(s)
  Takuya Isomura
- Organizer
  MxW Summit 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Reverse engineering of generative models2024
- Author(s)
  Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Active inference model of fast prism adaptation using the mixture of policy matrices2024
- Author(s)
  Megumi Yoshihara,Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Synaptic pruning is equivalent to online Bayesian model selection2024
- Author(s)
  Ukyo T. Tazawa,Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 脳内生成モデルのリバースエンジニアリング2024
- Author(s)
  磯村拓哉
- Organizer
  第154回ロボット工学セミナー
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Synaptic pruning is equivalent to online Bayesian model selection2024
- Author(s)
  Ukyo T. Tazawa,Takuya Isomura
- Organizer
  5th International Workshop on Active Inference (IWAI 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Canonical neural network model for simulating prism adaptation2023
- Author(s)
  吉原めぐみ、磯村拓哉
- Organizer
  第33回日本神経回路学会全国大会
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Canonical neural network model for simulating prism adaptation2023
- Author(s)
  吉原めぐみ、磯村拓哉
- Organizer
  第33回日本神経回路学会全国大会
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 知覚・行動・社会的知能の理論としてのベイズ力学2023
- Author(s)
  磯村拓哉
- Organizer
  第33回日本神経回路学会全国大会サテライトシンポジウム
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Canonical neural networks for shared intelligence - an active inference modelling2023
- Author(s)
  Takuya Isomura
- Organizer
  3rd Applied Active Inference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Experimental validation of the free-energy principle with in vitro neural networks2023
- Author(s)
  Takuya Isomura
- Organizer
  CRNL Workshop - Spotlight on brain organoids
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] Canonical neural networks for shared intelligence - an active inference modelling2023
- Author(s)
  Takuya Isomura
- Organizer
  3rd Applied Active Inference Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Canonical neural networks for shared intelligence - an active inference modelling2023
- Author(s)
  Takuya Isomura
- Organizer
  Chubu University CMSAI International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H04973
[Presentation] 予測と行動の統一理論の開拓と検証2023
- Author(s)
  磯村拓哉
- Organizer
  CAN2024プレ・キックオフシンポジウム
- Invited
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Canonical neural networks for shared intelligence - an active inference modelling2023
- Author(s)
  Takuya Isomura
- Organizer
  Chubu University CMSAI International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] 知覚・行動・社会的知能の理論としてのベイズ力学2023
- Author(s)
  磯村拓哉
- Organizer
  第33回日本神経回路学会全国大会サテライトシンポジウム
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Experimental validation of the free-energy principle with in vitro neural networks2023
- Author(s)
  Takuya Isomura
- Organizer
  CRNL Workshop - Spotlight on brain organoids
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-23H04972
[Presentation] Establishing cognitive behavioral tasks with dexterity movements for marmoset.2023
- Author(s)
  Kawabata, M., Hirayama, Y., Ebina, T., Isomura, Y., Matsuzaki, M.
- Organizer
  日本動物心理学会第83回大会
- Data Source
  KAKENHI-ORGANIZER-23H04972

1. 銅谷賢治 (80188846)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 小松三佐子 (00525545)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 蝦名鉄平 (30611206)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
4. 高橋宏知 (90361518)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Isomura Takuya 磯村 拓哉

Research Projects

Research Products

Co-Researchers

自由エネルギー原理に基づく脳組織を用いた物理リザバー推論

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Extension and validation of unified theories of prediction and actionArea Organizer

Area Organizer

Project Period (FY)

Research Category

Development and validation of a unified theory of prediction and actionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Creating neuromorphic artificial intelligence using reverse engineering of generative modelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Triple equivalence for the emergence of biological intelligence2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward the Development of a Unified Theory of Intelligence2025

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Synaptic pruning facilitates online Bayesian model selection2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] On Predictive Planning and Counterfactual Learning in Active Inference2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Federated inference and belief sharing2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Experimental validation of the free-energy principle with in vitro neural networks2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] 自由エネルギー原理とニューラルネットワーク2025

Author(s)

Organizer

Data Source

[Presentation] 自由エネルギー原理とニューラルネットワーク2025

Author(s)

Organizer

Data Source

[Presentation] Triple equivalence for the emergence of biological intelligence2025

Author(s)

Organizer

Data Source

[Presentation] Triple equivalence for the emergence of biological intelligence2025

Author(s)

Organizer

Data Source

[Presentation] Canonical neural networks can implement Turing machines2024

Author(s)

Organizer

Data Source

[Presentation] Bayesian model selection method inspired by synaptic pruning2024

Isomura Takuya 磯村拓哉