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Nonlinear dynamical modeling features for brain-computer interface / Khaled Sayed Ahmed Sayed ; Supervised Yasser M. Kadah , Ayman M. Eldeib

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Cairo : Khaled Sayed Ahmed Sayed , 2015Description: 71 P. : charts ; 30cmOther title:
  • خصائص نمذجة ديناميكية غير خطية للتواصل بين المخ والحاسوب [Added title page title]
Subject(s): Online resources: Available additional physical forms:
  • Issued also as CD
Dissertation note: Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering Summary: 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
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Item type Current library Home library Call number Copy number Status Barcode
Thesis Thesis قاعة الرسائل الجامعية - الدور الاول المكتبة المركزبة الجديدة - جامعة القاهرة Cai01.13.03.M.Sc.2015.Kh.N (Browse shelf(Opens below)) Not for loan 01010110067718000
CD - Rom CD - Rom مخـــزن الرســائل الجـــامعية - البدروم المكتبة المركزبة الجديدة - جامعة القاهرة Cai01.13.03.M.Sc.2015.Kh.N (Browse shelf(Opens below)) 67718.CD Not for loan 01020110067718000

Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering

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

Issued also as CD

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