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Naoki Masuda

Naoki Masuda

Research Category

complex networks, mathematical biology, computational neuroscience

Area of Interest

epidemic dynamics, evolution of cooperation, opinion formation, neuroeconomics

Recent Thoughts

Complex networks and computational neuroscience are apparently independent topics. I don’t intend to emphasize the connection between the two. However, humans’ social networks are prototypical examples of complex networks, and social behavior is generated by the brain. I work on these different topics because of my general interests in social behavior particularly of humans. Understanding social behavior in my own way is my grand challenge. I always have this challenge in mind when I am working on whatever projects.

Publications

  • 増田 直紀, 今野 紀雄. 複雑ネットワークの科学. 産業図書 (2005).
  • N. Masuda. Participation costs dismiss the advantage of heterogeneous networks in evolution of cooperation. Proceedings of the Royal Society B: Biological Sciences, 274, 1815-1821 (2007).
  • N. Masuda, B. Doiron. Gamma oscillations of spiking neural populations enhance signal discrimination. PLoS Computational Biology, 3, e236, 2348-2355 (2007).

Recent/Ongoing Works

  • N. Masuda, H. Ohtsuki. A theoretical analysis of temporal difference learning in the iterated Prisoner's Dilemma game. Bulletin of Mathematical Biology, 71, 1818-1850 (2009).
  • N. Masuda. Immunization of networks with community structure. New Journal of Physics, 11, 123018 (2009).
  • N. Masuda, Y. Kawamura, H. Kori. Collective fluctuations in networks of noisy components. Preprint: arXiv:0911.5013

Home Page

http://www.stat.t.u-tokyo.ac.jp/~masuda/index.html

Affiliation

University of Tokyo