Promotion of Integrated Research in Artificial Intelligence and Brain Science

2020 Fiscal Year Annual Research Report

• Project Area: Correspondence and Fusion of Artificial Intelligence and Brain Science
• Project/Area Number: 16H06561
• Research Institution: Okinawa Institute of Science and Technology Graduate University
• Principal Investigator: 銅谷 賢治 沖縄科学技術大学院大学, 神経計算ユニット, 教授 (80188846)
• Co-Investigator(Kenkyū-buntansha): 坂上 雅道 玉川大学, 脳科学研究所, 教授 (10225782) ; 中原 裕之 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, チームリーダー (10312282) ; 谷口 忠大 立命館大学, 情報理工学部, 教授 (80512251)
• Project Period (FY): 2016-06-30 – 2021-03-31
• Keywords: 人工知能 / 脳科学

Outline of Annual Research Achievements

脳と心のメカニズム第21回、第22回冬のワークショップを、開催した。
研究員の派遣招聘企画を継続して行った。
事後評価、成果報告に向けた成果の取りまとめを行った。
ニュースレター最終号を5年間の成果報告号としてした発行した。

Research Progress Status

令和2年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

令和2年度が最終年度であるため、記入しない。

Research Products

• [Journal Article] Neural Networks special issue on Artificial Intelligence and Brain Science (2022)
  • Author(s): Doya K (Guest Editors), Friston K, Sugiyama M, Tenenbaum J
  • Journal Title: Neural Networks Volume: 155 Pages: 328-329
  • DOI: 10.1016/j.neunet.2022.08.018
  • Open Access / Int'l Joint Research
• [Journal Article] Social impact and governance of AI and neurotechnologies (2022)
  • Author(s): Doya K, Ema A, Kitano H, Sakagami M, Russell S
  • Journal Title: Neural Networks Volume: 152 Pages: 542-554
  • DOI: 10.1016/j.neunet.2022.05.012
  • Open Access / Int'l Joint Research
• [Journal Article] AIと脳神経科学―精神神経疾患へのデータ駆動と理論駆動のアプローチ (2020)
  • Author(s): 高橋英彦、山下祐一、銅谷賢治
  • Journal Title: Clinical Neuroscience Volume: 38 Pages: 1358-1363
• [Presentation] 人工知能・脳科学・法 (2023)
  • Author(s): 銅谷賢治
  • Organizer: 第22回神経法学研究会
• [Presentation] 人工知能と脳の作動原理 (2022)
  • Author(s): 銅谷賢治
  • Organizer: 第５２回日本臨床神経生理学会
  • Invited
• [Presentation] Data-Driven and Theory-Driven Approaches in Neuroscience (2022)
  • Author(s): Doya K
  • Organizer: 2nd Taiwan Society for Neuroscience Meeting
  • Int'l Joint Research / Invited
• [Presentation] 人工知能は脳から何を学べば良いのか (2022)
  • Author(s): 銅谷賢治
  • Organizer: 応用脳科学コンソーシアム
  • Invited
• [Presentation] 人工知能と脳科学 (2022)
  • Author(s): 銅谷賢治
  • Organizer: OIST 10th anniversary
  • Int'l Joint Research / Invited
• [Presentation] 「人工知能美学芸術展：美意識のハードプロブレム」に出展作品についての小講演 (2022)
  • Author(s): 銅谷賢治
  • Organizer: 第40回AI美芸研「人工知能美学芸術展：美意識のハードプロブレム」全体報告
  • Invited
• [Presentation] Embodied agents for survival, reproduction, and prediction (2022)
  • Author(s): Doya K
  • Organizer: International Conference on Embodied Intelligence
  • Int'l Joint Research / Invited
• [Presentation] Canonical Cortical Circuits and the Duality of Inference and Control (2022)
  • Author(s): 銅谷賢治
  • Organizer: 国立精神神経研究所第43回発表会
• [Presentation] Context-dependent interaction of dopamine and serotonin (2022)
  • Author(s): Doya K
  • Organizer: COSYNE2022 Neuromodulation Workshop
  • Int'l Joint Research / Invited
• [Presentation] Natural and artificial reinforcement learning (2021)
  • Author(s): Doya K
  • Organizer: Deep Reinforcement Learning Workshop, NeurIPS2021
  • Int'l Joint Research / Invited
• [Presentation] 進化するスマホロボットは何をめざすか (2021)
  • Author(s): 銅谷賢治
  • Organizer: 第38回AI美芸研シンポジウム「コンセプチュアルウイルス」
  • Invited
• [Presentation] 動物の行動と神経活動を予測する (2021)
  • Author(s): 銅谷賢治
  • Organizer: 日本動物実験代替法学会第34回大会
  • Invited
• [Presentation] 理論ベース／データ駆動の脳科学 (2021)
  • Author(s): 銅谷賢治
  • Organizer: 中部大学AI数理データサイエンスセンター キックオフシンポジウム
  • Invited
• [Presentation] The duality of inference and control as a key to understanding canonical cortical circuits (2021)
  • Author(s): Doya K
  • Organizer: "RIKEN-OIST symposium ""Kinds of Minds-What is thinking?"
  • Invited
• [Presentation] The duality of control and inference as a clue for cracking the codes of frontal and sensory cortical architectures (2021)
  • Author(s): Doya K
  • Organizer: CJK Symposium 17, Theoretical Brain, The 44th annual meeting of the Japan Neuroscience Society
  • Invited
• [Presentation] Duality of control and inference and the cortical circuit architecture (2021)
  • Author(s): Doya K
  • Organizer: SBDM 2021
  • Int'l Joint Research / Invited
• [Presentation] What can we learn from the brain for future AI? (2021)
  • Author(s): Doya K
  • Organizer: Brain2AI Workshop, International Conference on Learning Representations (ICLR 2021)
  • Int'l Joint Research / Invited
• [Presentation] 人工知能は脳から何を学べば良いのか (2020)
  • Author(s): 銅谷賢治
  • Organizer: 応用脳科学アカデミーアドバンスコース「脳とAI」第１回
  • Invited
• [Presentation] Communication and Self-organization of Intelligent Agents (2020)
  • Author(s): Doya K
  • Organizer: NOLTA 2020
  • Int'l Joint Research / Invited
• [Presentation] 脳とAIの接点から何を学びうるのか (2020)
  • Author(s): 銅谷賢治
  • Organizer: 第5回全脳アーキテクチャシンポジウム
  • Invited
• [Presentation] Toward the society of AI agents: what should we learn from the brain and human society (2020)
  • Author(s): Doya K
  • Organizer: International Symposium on Artificial Intelligence and Brain Science
  • Int'l Joint Research / Invited
• [Presentation] What can we further learn from the brain for artificial intelligence? (2020)
  • Author(s): Doya K
  • Organizer: Neurotheory Forum
  • Int'l Joint Research / Invited
• [Presentation] What can we further learn from the brain for artificial intelligence (2020)
  • Author(s): Doay K
  • Organizer: Neuroscience2020 Special Lecture 2SL02m-1
  • Int'l Joint Research / Invited
• [Presentation] 人工知能と脳科学の融合と社会 (2020)
  • Author(s): 銅谷賢治
  • Organizer: 第8回神経法学研究会
  • Invited
• [Remarks] 人工知能と脳科学の対照と融合
  • URL: http://www.brain-ai.jp/jp/
• [Remarks] Neural Networks Specail Issue
  • URL: https://www.sciencedirect.com/journal/neural-networks/special-issue/1017VB2Z2R5
• [Remarks] AIBS 2020
  • URL: http://www.brain-ai.jp/jp/symposium2020/
• [Remarks] AIBS2022
  • URL: http://www.brain-ai.jp/jp/symposium2022/
• [Funded Workshop] International Symposium on Artificial Intelligence and Brain Scinece 2022 (2022)
• [Funded Workshop] International Symposium on Artificial Intelligence and Brain Scinece 2020 (2020)