Real-time Detection of Precursors to Epileptic Seizures: Non-Linear Analysis of System Dynamics
نویسندگان
چکیده
منابع مشابه
real‑time detection of precursors to epileptic seizures: non‑linear analysis of system dynamics
we propose a novel approach for detecting precursors to epileptic seizures in intracranial electroencephalograms (ieeg), which is based on the analysis of system dynamics. in the proposed scheme, the largest lyapunov exponent of the discrete wavelet packet transform (dwpt) of the segmented eeg signals is considered as the discriminating features. such features are processed by a support vector ...
متن کاملReal-time Detection of Precursors to Epileptic Seizures: Non-Linear Analysis of System Dynamics
We propose a novel approach for detecting precursors to epileptic seizures in intracranial electroencephalograms (iEEG), which is based on the analysis of system dynamics. In the proposed scheme, the largest Lyapunov exponent of the discrete wavelet packet transform (DWPT) of the segmented EEG signals is considered as the discriminating features. Such features are processed by a support vector ...
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The paper describes a project to apply the particle system (PS) approach to structural engineering problems. The PS approach is widely used in computer graphics and animation to simulate physical phenomena such as deformable objects and collisions. The study finds that although the PS approach is less efficient than conventional finite element analysis, its ability to model unstable structures ...
متن کاملP81: Detection of Epileptic Seizures Using EEG Signal Processing
Epilepsy is the most common brain diseases that cause many problems in the daily life of the patient. In most attempts to automatic detection, the attack used an EEG. In this paper, The complete data set consists of five sets recorded from normal and epileptic patients. Each set containing 100 single-channel EEG segments. Here we used first and last sets (A and E). Set A consisted of segments r...
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ژورنال
عنوان ژورنال: Journal of Medical Signals & Sensors
سال: 2014
ISSN: 2228-7477
DOI: 10.4103/2228-7477.130467