現在の人工知能技術が直面する課題や限界を乗り越えるため,今改めて人間の脳の機能と仕組みを深く理解することが極めて重要となっている./ In order to overcome the problems and limitations of the current AI technology, a deeper understanding of human brain function and mechanism is now becoming important again.
次世代の人工知能は,何が起こるか事前に限定されておらず,常に変動する複雑な実世界で自律的に適切に振る舞う「動的実世界知能」と,人間の振る舞いや意図を理解し,人間の価値観や道徳に適合する人間中心の意思決定や行動を行う「人間的知能」を兼ね備える必要がある./ The next generation AI should be endowed with "Dynamic Real World Intelligence" which can autonomously and appropriately behave in the dynamically changing complex real world full of non-predetermined events, as well as "Human Intelligence" which understands human behavior and intentions, exhibits human centered behavior and decision making that match human value and morals.
本講義では,上記課題に向けて,従来の人工知能が捉えていない生体型計算原理や脳機能に重点を置き,身体性,感覚運動ダイナミクス,認知発達,社会性,高次認知,意識,などに関する計算論的神経科学や構成論的科学,認知発達ロボティクス等の最新研究動向を基礎および最新の脳科学的知見を踏まえつつ学び,議論する./ In this class, we study and discuss towards the above issues, focusing on biological computation principles and brain functions not yet captured by past AI. Referring to the basic and advanced brain science, the latest advancement in computational neuroscience, constructive science and developmental cognitive robotics on embodiment, sensory-motor dynamics, cognitive development, sociality, high-order cognition, consciousness, etc. will be presented.