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Surveys on next-generation AI technologies and development of fundamental technologies

Research and Development on Next-Generation AI and its Key Technology Based on Nonlinear Dynamics

合原 一幸

Kazuyuki AIHARA

Ph.D., Professor, Institute of Industrial Science, The University of Tokyo

In this research project, we explore technological backgrounds of mathematical models related to information processing in the brain as well as next-generation AI based on such models, review the possibility of realization of such next-generation AI technology and trends of state-of-the-art research, and propose important tasks necessary for the realization of next-generation AI that learns from the dynamic brain particularly from the viewpoint of nonlinear dynamics with a focus on both functions of the normal brain and dysfunctions of the impaired brain. Then, we develop basic mathematical technology for innovative brain-type algorithms, and consider its applicability to robotics and mental illnesses.

Research and Development on Next-Generation AI and its Key Technology Based on Nonlinear Dynamics