Essays about: "elektroencefalografi EEG"
Found 5 essays containing the words elektroencefalografi EEG.
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1. Developing a portable, customizable, single-channel EEG device for homecare and validating it against a commercial EEG device
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : There are several commercial electroencephalography (EEG) devices on the market; however, affordable devices are not versatile for diverse research applications. The purpose of this project was to investigate how to develop a low-cost, portable, single-channel EEG system for a research institute that could be used for neurofeedback-related applications in homecare. READ MORE
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2. Evaluation of non-stationary signal processing methods for binary EEG classification
University essay from Lunds universitet/Matematisk statistikAbstract : Electroencephalogram (EEG) measurements are notoriously noisy and non-stationary and there are several specialized techniques for their analysis and interpretation. In this thesis, we implement a collection of stationary and non-stationary methods including coherence, Phase Locking Value (PLV), Phase Lag Index (PLI), and their imaginary counterparts. READ MORE
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3. Emotion Detection from Electroencephalography Data with Machine Learning : Classification of emotions elicited by auditory stimuli from music on self-collected data sets
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Abstract : The recent advances in deep learning have made it state-of-the-art for many different tasks, making its potential usefulness for analyzing electroencephalography (EEG) data appealing. This study aims at automatic feature extraction and classification of likeability, valence, and arousal elicited by auditory stimuli from music by training deep neural networks (DNNs) on minimally pre-processed multivariate EEG time series. READ MORE
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4. An exploration of the neural correlates of turn-taking in spontaneous conversation
University essay from Stockholms universitet/Institutionen för lingvistikAbstract : This project added to the sparse body of research on the neural underpinnings of turn-taking with an electroencephalography (EEG) investigation of spontaneous conversation. Eighteen participants (3 male, 15 female, mean age 29. READ MORE
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5. Automatic Sleep Scoring Using Keras
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : Sleep scoring is a diagnosis tool used for medical research. Using electroencefalography (EEG) a researcher observes the electrical activity in the brain and classifies the EEG into different stages. READ MORE