Essays about: "EEG"

Showing result 1 - 5 of 137 essays containing the word EEG.

  1. 1. Deep Learning for Driver Sleepiness Classification using Bioelectrical Signals and Karolinska Sleepiness Scale

    University essay from Linköpings universitet/Institutionen för medicinsk teknik

    Author : Maja Jonsson; Jennifer Brown; [2021]
    Keywords : Sleepiness detection; EEG; KSS; deep learning; driving; classification;

    Abstract : Driver sleepiness contributes to a large amount of all road traffic crashes. Developing an objective measurement of driver sleepiness in order to prevent eventual traffic accidents is desirable. READ MORE

  2. 2. Training Autoencoders for feature extraction of EEG signals for motor imagery

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Casper Wahl; [2021]
    Keywords : ;

    Abstract : Electroencephalography (EEG) is a common technique used to read brain activity from an individual, and can be used for a wide range of applications, one example is during the rehab process of stroke victims. Loss of motor function is a common side effect of strokes, and the EEG signals can show if sufficient activation of the part of the brain related to the motor function that the patient is training has been achieved. READ MORE

  3. 3. Classification of EEG Data Using Convolutional Neural Networks and the Scaled Reassigned Spectrogram

    University essay from Lunds universitet/Matematisk statistik

    Author : Karin Pagels; [2021]
    Keywords : Mathematics and Statistics;

    Abstract : Electroencephalography (EEG) is a medical technique for measuring brain activity through several channels connected to the scalp. Interpreting EEG data is a difficult problem because of the large amount of noise contained in the data. READ MORE

  4. 4. Using EEG in neurofeedbacktraining to decrease visual motionsensitivity and motion-sickness

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Ódinn K. Rúnarsson; [2021]
    Keywords : EEG; vertigo; motion sickness; neurofeedback training; rehabilitation; EE-utrustning; visuell yrsel; åksjuka; neurofeedback träning; rehabilitering;

    Abstract : Patients who suffer from motion-sickness, visual vertigo and other conditions relating to visual hypersensitivity will often feel dizzy when exposed to rapid visual motion or cluttered fields-of-view. Previous studies indicate that attentiveness to these stimuli influence the intensity of discomfort for these individuals, which suggests that mentally ignoring visual stimuli might help make them more tolerable. READ MORE

  5. 5. Integration of Bluetooth Sensors in a Windows-Based Research Platform

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Rohan Samandari; [2021]
    Keywords : Bluetooth sensors; EEG device; Electroencephalography device; EEG connection; Bitbrain; Python;

    Abstract : This thesis describes how to build a solution for transmitting data from an           Electroencephalography (EEG) device to a server in real-time while guiding the user through a number of predefined exercises. This solution will be used by Spinal Cord Injury (SCI) patients suffering from neuropathic pain, in order to understand if it is possible to predict such pain from EEG. READ MORE