Browsing by Subject "Electroencephalography (EEG)"
Now showing items 1-4 of 4
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Embedded fuzzy classifier for detection and classification of preseizure state using real EEG data
( Springer Verlag , 2014 , Conference Paper)A Classification technique using Fuzzy Logic Inference System to identify and predict the partial seizure from the epileptic EEG data along with preliminary brain conditions in different scenarios is presented in this ... -
Experimental Setup for Measuring Relaxation from EEG Signals during Immersion in VR Environments
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)According to the Global Organization for Stress, 80 percent of people are stressed at work and according to the American Institute of Stress, stress causes 48 percent of people to have difficulty sleeping. Relaxation reduces ... -
Fuzzy classification-based control of wheelchair using EEG data to assist people with disabilities
( Springer Nature , 2012 , Conference Paper)Electroencephalography (EEG) will play an intelligent role our life: especially EEG based health diagnosis of brain disorder and Brain-Computer Interface (BCI) are growing areas of research. However, these approaches fall ... -
MLMRS-Net: Electroencephalography (EEG) motion artifacts removal using a multi-layer multi-resolution spatially pooled 1D signal reconstruction network
( Springer Science and Business Media Deutschland GmbH , 2022 , Article)Electroencephalogram (EEG) signals suffer substantially from motion artifacts when recorded in ambulatory settings utilizing wearable sensors. Because the diagnosis of many neurological diseases is heavily reliant on clean ...