A Comprehensive Survey of EEG Preprocessing Methods for Cognitive Load Assessment

K Kyriaki, D Koukopoulos, CA Fidas - IEEE Access, 2024 - ieeexplore.ieee.org
Preprocessing electroencephalographic (EEG) signals during computer-mediated Cognitive
Load tasks is crucial in Human-Computer Interaction (HCI). This process significantly …

Epilepsy seizures prediction based on nonlinear features of EEG signal and gradient boosting decision tree

X Xu, M Lin, T Xu - International Journal of Environmental Research and …, 2022 - mdpi.com
Epilepsy is a common neurological disorder with sudden and recurrent seizures. Early
prediction of seizures and effective intervention can significantly reduce the harm suffered by …

Research on signal feature extraction of natural gas pipeline ball valve based on the NWTD-WP Algorithm

L Yang, S Li, Z Wang, J Hou, X Zhang - Sensors, 2023 - mdpi.com
The measured signals of internal leakage detection of the large-diameter pipeline ball valve
in natural gas pipeline systems usually contain background noise, which will affect the …

EEG based visual cognitive workload analysis using multirate IIR filters

MY Ladekar, SS Gupta, YV Joshi… - … Signal Processing and …, 2021 - Elsevier
In this study, the visual cognitive workload is classified using electroencephalogram (EEG)
signal acquired with dry electrodes. The visual cognitive workload of four levels is …

[PDF][PDF] Ictal-interictal epileptic state classification with traditional and deep learning architectures

E TUNCER - Journal homepage: www. ijrpr. com ISSN, 2022 - researchgate.net
Epileptic seizures are caused by disturbances in the electrical activity of the brain. Failure to
correctly classify epileptic forms may result in inappropriate treatment. Activities occurring …

Beyin Bilgisayar Arayüzü Uygulamalarında Motor Görüntüleme Eeg Sinyallerinin Analizi İçin Yeni Yaklaşımlar

E Kaya - 2022 - acikerisim.selcuk.edu.tr
Özet The concept of Brain-Computer Interface (BCI) has become one of the popular
research topics recently as it allows people to express their thoughts and control different …