Takayuki Onojima

Doctor of Informatics
Assistant professor, Data Science and AI Innovation Research Promotion Center, Shiga University

Keywords

EEG, Speech recognition, Phase oscillator model, Time-series analysis, Real-time signal processing, Deep learning

Current research topics

Estimating brain state by deep neural network
Estimating brain state by kalman filter with dynamical system
Experiment and analysis for phase-dependent stimulation approach

Past research topics

Development of real-time phase-dependent stimulation system
Experiment of phase-dependent visual stimulation
Predicting instantaneous EEG phase based on Kalman filter with oscillator model
Estimation of coupling function based on phase oscillator model for EEG data
Relationship between ongoing neural oscillation and speech recognition

Scientific Society Memberships

The Japan Neuroscience Society
The Physical Society of Japan
Japan human brain mapping society
Information Processing Society of Japan
Society for Neuroscience
Organization for Human Brain Mapping