| عنوان فارسی مقاله: | SVM بر پایه تشخیص تشنج EEG خوکار با استفاده از بسته های موجی Coiflets |
| عنوان انگلیسی مقاله: | SVM based Automated EEG Seizure Detection using ‘Coiflets’ Wavelet Packets |
چکیده
مقدمه
2. متدولوژی
A.بدست آوردن سیگنال (acquisation)
B.استخراج ویژگی با استفاده از بسته های موجی ‘coiflets’
C.طبقه بندی با استفاده از طراحی ماشین بردار پشتیبان (SVM)
بحث و نتیجه گیری
نتیجه گیری و اهداف آینده
کلمات کلیدی :
Wavelet-based EEG processing for computer-aided seizure detection ... www.sciencedirect.com/science/article/pii/S1059131115000138 by O Faust - 2015 - Cited by 51 - Related articles Jan 24, 2015 - The EEG signals were recorded using a 128-channel amplifier system ... Automated Computer-Aided Diagnosis of epilepsy which is ... (MH), (f) Haar, (g) Complex Gaussian (CG), and (h) Coiflet (coif) wavelet. .... Xie and Krishnan [33], 2013, Seizure detection and epilepsy diagnosis, Haar, 2, SVM k-NN FLD. [PDF]Epilepsy Seizure Detection Using Wavelet Support Vector Machine ... www.sersc.org/journals/IJBSBT/vol8_no2/2.pdf inadequate which results in the intercession of some automation and computer techniques ... used wavelet decomposition method with support vector machine as a classifier and ... EEG seizure detection method by using the dual-tree complex wavelet fourier features ... an algorithm for classification of EEG signal based on. Automatic Seizure Detection Based on Time-Frequency Analysis and ... https://www.hindawi.com/journals/cin/2007/080510/citations/ Oct 7, 2007 - Automatic Seizure Detection Based on Time-Frequency Analysis and ... Jasjit S. Suri, “Automatic identification of epileptic EEG signals using nonlinear .... and Support Vector Machines,” Expert Systems with Applications, vol. EEG-based neonatal seizure detection with Support Vector Machines https://www.ncbi.nlm.nih.gov › NCBI › Literature › PubMed Central (PMC) by A Temko - 2011 - Cited by 135 - Related articles The results obtained with the proposed SVM-based seizure detection system allow ... Keywords: Neonatal EEG, Automated seizure detection, Machine learning, ...