Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Brain Seizure Detection and Classification Using EEG Signals
Verlag:
Elsevier Unsere-Artikel-Nr.: P35921695
EAN: 9780323911207
Erhältlich:
Nicht auf Lager
Zustellung: Di, 10.11.2026
Versand: Kostenlos
-21.8 %
CHF 216.–
CHF 169.–
Beschreibung
Brain Seizure Detection and Classification Using Electroencephalographic Signals. presents EEG signal processing and analysis with high performance feature extraction. The book covers the feature selection method based on One-way ANOVA, along with high performance machine learning classifiers for the classification of EEG signals in normal and epileptic EEG signals. In addition, the authors also present new methods of feature extraction, including Singular Spectrum-Empirical Wavelet Transform (SSEWT) for improved classification of seizures in significant seizure-types, specifically epileptic and Non-Epileptic Seizures (NES). The performance of the system is compared with existing methods of feature extraction using Wavelet Transform (WT) and Empirical Wavelet Transform (EWT). The book's objective is to analyze the EEG signals to observe abnormalities of brain activities called epileptic seizure. Seizure is a neurological disorder in which too many neurons are excited at the same time and are triggered by brain injury or by chemical imbalance.
Spezifikationen
Sprache
- Englisch
Autor
- Vinayak Bairagi
- Varsha K. Harpale
Erscheinungsjahr
- 2021
Format
- Buch (Softcover)