(April 2020) I moved to AIST (click here to new HP).
Jun-ichiro Hirayama
Researcher,
RIKEN Center for Advanced Intelligence Project (AIP)
Goal-Oriented Technology Research Group
Information Integration for Neuroscience Team
(Also in ATR Neural Information Analysis Laboratories)
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
- Theory and algorithm of machine learning and statistical signal processing
- Neurophysiological data analysis and brain-computer (machine) interfaces
- Intelligent and assistive human-computer interactions
- Computational neuroscience and natural signal (image) statistics
Contact
RIKEN Center for Advanced Intelligence Project (AIP),
2-2-2, Hikaridai, Seika-cho, Soraku-gun, Kyoto 619-0288, JAPAN
Email: 