[1S09a] 神経細胞集団による高次元情報処理と動的回路再編がもたらす記憶・認知機能の制御

[1S09a-03] State-space analysis for neural population dynamics

*Hideaki Shimazaki¹, Ken Ishihara², Ulises Rodriguez Dominguez³, Sai Sumedh Hindupur⁴, Miguel Aguilera⁵, S. Amin Moosavi⁶, Magalie Tatischeff⁷, Jimmy Gaudreault⁸, Christian Donner⁹ (1. Center for Human Nature, Artificial Intelligence, and Neuroscience (CHAIN), Hokkaido University, Sapporo, Japan, 2. Graduate School of Life Science, Hokkaido University, Sapporo, Japan, 3. Mathematics Research Center, Guanajuato, Mexico, 4. Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai, India, 5. School of Engineering and Informatics, University of Sussex, Brighton, UK, 6. Department of Neuroscience, Brown University, Providence, Rhode Island, USA, 7. Department of Physics and Astronomy, University of British Columbia, Vancouver, Canada, 8. Department of Chemical Engineering, Polytechnique Montreal, Montreal, Canada, 9. Swiss Data Science Center, ETH Zurich, Zurich, Switzerland)

キーワード：Population activity, Ising model, State-space model