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Jun-ichiro Hirayama

National Institute of Advanced Industrial Science and Technology (AIST)
Department of Information Technology and Human Factors
Human Informatics and Interaction Research Institute
Mathematical Neuroscience Research Group


I develop machine learning methods for processing and analyzing multivariate data, with a particular interest in unsupervised techniques. Recent focus is on exploratory data analysis of multivariate brain signals, such as EEG, MEG, fMRI and fNIRS. Past research topics also include general statistical methodology, human behavior modeling for intelligent user interfaces, and computational modeling of brain functions.

Research interests

Contact Address

Human Informatics and Interaction Research Institute,
AIST Central 2, 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568 JAPAN
Email: email adress