The 21st SICE Kyushu Chapter Annual Conference Abstract [104B]

Last update: Fri Mar 28 21:23:56 2003

104B6
EEG Model Reflecting Properties of Amplitude and Frequency Variabilities and Its Characteristics Analysis
AUTHORS
Shigeto Nishida (Fukuoka Institute of Technology)
Masatoshi Nakamura (Saga University)
Hiroshi Shibasaki (Kyoto University Graduate School of Medicine)
ABSTRACT
In this study, electroencepharogram(EEG) model was proposed for generating time series that represents the characteristics of EEG accurately. The alpha and beta waves were represented by sinusoidals with fluctuating amplitude, and slow waves (delta, theta waves) were represented by sinusoidals with fluctuating amplitude and frequency. The model parameters were determined by minimizing error between the power spectrum of EEG and the theoretical power spectrum of model derived in this study. The features of time series of the constructed model were compared with those of the raw EEG, and satisfactory results were obtained.

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Annual Conference 2002