Essays about: "Portable EEG"

Showing result 1 - 5 of 6 essays containing the words Portable EEG.

  1. 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)

    Author : Máté Károly Tóth; [2023]
    Keywords : Electroencephalography EEG ; Portable EEG; Single-channel EEG; Commercial EEG; Brain-machine interface; Prototype development; Elektroencefalografi EEG ; Bärbar EEG; Enkanaligt EEG; Kommersiellt EEG; Hjärna-maskin-gränssnitt; Prototyputveckling;

    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

  3. 2. Using machine learning to analyse EEG brain signals for inner speech detection

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Lisa Jonsson; [2022]
    Keywords : Machine learning; Convolutional neural network; Inner speech; Brain computer interface; Electroencephalography;

    Abstract : Research on brain-computer interfaces (BCIs) has been around for decades and recently the inner speech paradigm was picked up in the area. The realization of a functioning BCI could improve the life quality of many people, especially persons affected by Locked-In-Syndrome or similar illnesses. READ MORE

  4. 3. 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

  5. 4. Empirical studies of multiobjective evolutionary algorithm in classifying neural oscillations to motor imagery

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

    Author : Christoffer Parkkila; [2019]
    Keywords : ;

    Abstract : Brain-computer interfaces (BCIs) enables direct communication between a brain and a computer by recording and analyzing a subject’s neural activity in real-time. Research in BCI that classifies motor imagery (MI) activities are common in the literature due to its importance and applicability, e.g., stroke rehabilitation. READ MORE

  6. 5. Preamplifier Design for Active Electrodes in Single-Channel EEG Applications

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Thorir Marwan Abed; [2018]
    Keywords : Electroencephalography EEG ; single-channel; active electrode; current feedback instrumentation amplifier CFIA ; DC servo loop DSL ; portability.; Elektroencefalografi EEG ; singelkanal; aktiv elektrod; strömåterkoppling instrumentförstärkare; DC servo loop DSL ; bärbarhet.;

    Abstract : The implementation of portable electroencephalography (EEG) systems has been known to be complex. During ambulation, the integrity of recorded EEG signals is often impaired by motion artifacts and the time and effort required to set up the system is excessive. READ MORE