A nonlinear time series analysis technique, the correlation dimension (CD), for dimensional analysis of the EEG is proposed for the analysis of neuroplasticity in neonates at increasing gestational ages up to full term age. One hundred and sixteen EEG-polygraphic recordings were performed on 55 neonatal subjects between 28 and 43 weeks gestational age from which state assignments were initially...