Organization
Group A01
A design theory of high-average systems made possible by constructive understanding of heterogeneous swarm intelligence
Members
- Project Leader
- Takeshi Kano (School of Systems Information Science, Future University Hakodate)
- Co-Project Leader
- Yuichiro Sueoka (Graduate School of Engineering, Osaka University)
- Project Assistant Professor
- Daiki Wakita (2022.7-2024.3: Research Institute of Electrical Communication, Tohoku University)
Research Outline
In this study, we propose a heterogeneous swarm intelligence system in which individuals with various characteristics can find optimal internal states and roles to play in a fluctuating environment while creating order and performing high-average functions adaptively.
Group A02
Muscle cell swarm intelligence: Understanding the phase-transition dynamics of muscle remodeling during insect metamorphosis
Members
- Project Leader
- Daiki Umetsu (Graduate School of Science, Osaka University)
Research Outline
Group A02 aims to understand the process of tissue formation from the perspective of swarm intelligence emerging from cells. Using muscle remodeling during metamorphosis in Drosophila as a model system, we focus on a novel biological phenomenon in which old muscle fibers are disassembled and then reassembled to form new muscle fibers.
Group A03
Swarm intelligence of newborn neurons: Understanding behaviors and control rules that determine the efficiency of brain regeneration
Members
- Project Leader
- Naoko Kaneko (Graduate School of Brain Science, Doshisha University)
- Co-Researcher
- Yuriko Sobu (Graduate School of Brain Science, Doshisha University)
Research Outline
This study aims to analyze the behavior of newborn neurons, which have been recorded by live imaging, using a mathematical model with a high degree of abstraction; search for the movement control mechanism as a group and analyze its basic molecular mechanism; and clarify the swarm intelligence movement control mechanism in which newborn neurons contribute to the repair of precise brain functions as a "swarm."
Area advisor
- Prof. Hiraku Nishimori(Meiji University)
- Prof. Dario Floreano (EPFL, Switzerland)
Collaborators
- Dr. Tsuyoshi Hirashima (Kyoto University)
- Dr. Munehiro Asally (University of Warwick)