TY - BOOK AU - Khaled Sayed Ahmed Sayed AU - Ayman Mohamed Eldeib , AU - Yasser Moustafa Kadah , TI - Nonlinear dynamical modeling features for brain-computer interface / PY - 2015/// CY - Cairo : PB - Khaled Sayed Ahmed Sayed , KW - Brain-Computer Interface KW - Nonlinear Dynamical Modeling KW - Phase Space N1 - Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering; Issued also as CD N2 - This thesis aimed at introducing new features that characterize the shape of the shape of the RPS of the EEG signals to enhance the performance of the BCI systems. We used the first minimum of mutual information and Cao`s algorthm to determine the optimal delay-time (t) and the optimal embedding dimension (m) respectively. The calculated t and m were used to reconstruct the phase space of the underling dynamical system UR - http://172.23.153.220/th.pdf ER -