Program
Monday, 27 May (Bldg.4, Room 1320)
9:50-10:00 Opening
10:00-10:45 Davide Faranda (CNRS) *
How to use recurrence and extreme value theory to study climate change
10:45-11:30 Yoshihiko Susuki (Osaka Prefecture University)
Expansion formulae of the resolvent of Koopman operator for Laplace-domain representation of nonlinear dynamics
11:30-14:00 -- Lunch break --
14:00-14:45 Hiroshi Kokubu (Kyoto University) *
Morse decomposition of dynamics from time-series data
14:45-15:30 Hidetoshi Morita (Kyoto University) *
Topological computation analysis of meteorological time-series data
15:30-16:00 -- Tea break --
16:00-16:45 Kohei Nakajima (University of Tokyo) *
Measuring and maximizing information dynamics
16:45-17:30 Hiromichi Suetani (Oita University) *
A manifold learning approach to inter-individual variations in human brain dynamics
17:30-18:00 Free discussion
18:00- 20:00 -- Speaker dinner --
Tuesday, 28 May (Bldg.1, Room 201a)
10:00-10:45 Kazuyuki Aihara (University of Tokyo) *
Harness of High-Dimensionality for Prediction of Complex Systems
10:45-11:30 Hiroshi Takeuchi (Chubu University) *
Topological data analysis and sampled maps
11:30-14:00 -- Lunch break --
14:00-14:45 Hiroshi Fujisaki (Nippon Medical School)
Weighted ensemble simulations of biomolecules
14:45-15:30 Mikito Toda (Nara Women's University) *
Time Series Analysis using Wavelet for Hamiltonian Dynamical Systems
15:30-16:00 -- Tea break --
16:00-16:45 Yuzuru Sato (Hokkaido University) *
Stochastic bifurcation in a turbulent swirling flow
16:45-17:30 Yoshito Hirata (University of Tokyo) *
Permutations for analyzing random dynamical systems
17:30-18:00 Free discussion
Wednesday, 29 May (Bldg.4, Room 1320)
10:00-10:45 Shun-ichi Amari (RIKEN)
Statistical neurodynamics of deep neural networks: Signal propagation and Fisher information
10:45-11:30 Sosuke Ito (University of Tokyo) *
Thermodynamics of information geometry
11:30-12:00 Daiji Tsutsui (Osaka University) *
Analysis of singular region in learning of three-layer perceptron
12:00-14:00 -- Lunch break --
14:00-14:45 Taro Toyoizumi (RIKEN)
Embedding and Predicting Neural Dynamics
14:45-15:30 Jun-nosuke Teramae (Kyoto University)
Biologically-plausible learning based on dual stochasticity of neurons and synapses
15:30-18:00 Closing / Free discussion