The underlying idea is to design an EEG filter that enhances the waveform of epileptic signals. The filtered signal is fitted to a quadratic linear-parabolic model using the curve fitting technique. The model fitting is assessed using four statistical parameters, which are used as classification ...
(102b) to monitor intracranial and ictal epileptic activities of at least one user; a data pre-processing module (104) coupled to the data set collection module (102) for normalizing the collected EEG signals, wherein artifacts are removed from the normalized signals by a filter to improve ...
EEG signalSVMPSOGA-PSO improved Evoked potential categorization by optimizing brain network features.Phase synchronization index (PSI) is built from multi-channel EEG signals.Extracted 15 topological features from network nodes and structural functions.GA-PSO algorithm surpassed PSO, achieving 0.9335 ...
Using this method, at first, the epileptic waves were detected from pre-processed EEG data at different scales by WT, then the characteristic parameters of the chosen candidates of epileptic waves were extracted and sent into the well-trained ANN to identify and classify the true epileptic waves...
Epileptic seizures are explained as the abnormal electrical activity occurring in the brain due to an internal or external triggering factors. EEG (Electroencephalograph) is used to record brain activity and can be used to detect the seizures before, during or after they occur. These signal ...
Analysis of ECG and EEG Signals to Detect Epileptic SeizuresA. AsuvaranG. ElatharasanIJERT-International Journal of Engineering Research & TechnologyInternational journal of engineering research and technology
EEG signalEpileptic seizure detectionEpilepsy is a complex neurological disease that causes seizures and happens due to the sudden flow of electrical signals from the affected brain part of a healthy person. Although it is not that harmful, in some cases, it seizes a person's everyday activities...
During prolonged EEG monitoring of epileptic patients, the continuous recording may be marked where seizures are likely to have taken place. Several methods of automatic seizure detection exist, but few can operate as an on-line seizure alert system. We propose a seizure detection system that can...
Synthesized Multi-Method to Detect and Classify Epileptic Waves in EEGdoi:CNKI:SUN:TJDY.0.2004-04-001万柏坤School毕卡诗School綦宏志School赵丽WANSchoolBai-kunSchoolDHAKALSchoolBikashSchoolQISchoolHong-zhiSchoolZHAOSchoolCNKITransactions of Tianjin University...