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I have developed and designed various BCI experiments and collected EEG data from the participants from laboratory and noisy environments, such as exhibitions. Here follows snapshots or short videos related to my practical experiences on BCIs.
Brain-computer interface (BCI) experiments
Brain-computer interface (BCI) experiments
P300 based BCI speller
P300 based BCI speller
P300 speller and RSVP (rapid serial visual presentation)
Collection: 3D electrode positions, eyes-open, closed resting state, RSVP, P300 speller EEG
Implementation: BCI2000 and custom C++ scripts
Contributor: Kyungho Won
Motor imagery BCI
Motor imagery BCI
Motor imagery cursor control task used for ongoing research
Collection: eyes-open resting state, motor imagery EEG before/after stimulation (Sham, vibrotactile stimulation, and Anode on C4 (HD tDCS))
Implementation: OpenViBE and custom Matlab scripts
Contributor: Kyungho Won
BCI wheelchair
BCI wheelchair
Collaborative research with NCSU BCI lab (developing framework)
4-class motor imagery - wheelchair
Implementation: OpenViBE and custom Python scripts
Contributors: Zach Traylor (NCSU), Kyungho Won
SSVEP based BCI speller
SSVEP based BCI speller
40-class high speed SSVEP based BCI speller
Implementation: OpenViBE and custom Matlab scripts
Contributors: Heegyu Kim, Kyungho Won
Neurofeedback game demo
Neurofeedback game demo
EEG alpha-regulating MindCar
EEG alpha-regulating MindCar
EEG alpha regulating neurofeedback racing game
Demo performed in KES 2018 exhibition
Implementation: OpenViBE, Unity, and custom Python script
Contributors: Handong global university (Prof. Minkyu Ahn), Kyungho Won
SSVEP based mole catching game
SSVEP based mole catching game
2-player SSVEP based mole catching game
Demo performed in KES 2019 exhibition
Implementation: OpenViBE, Unity, and custom Matlab script
Contributor: Heegyu Kim, Kyungho Won
Tutorial
Tutorial
Basic theory and practice: BCI application development
Basic theory and practice: BCI application development
Instructor: Kyungho Won
Handong Global University, Pohang, South Korea, August, 12, 2022
Tutorial for basic BCI and Unity application
Material slide (in Korean): Tutorial slide.pdf
Attending workshops
Attending workshops
3rd Neuroelectrics Hands on Workshop
3rd Neuroelectrics Hands on Workshop
3rd Neuroelectrics Hands on Workshop: EEG & Brain Stimulation
Neuroelectrics (R), Barcelona, Spain - September 19-20 , 2019
Tutorial for tDCS and tACS with Starstim
24th EEGLAB Workshop
24th EEGLAB Workshop
24th EEGLAB workshop
Swartz Center for Computational Neuroscience (SCCN), Aspet, France - July 3-7, 2017
EEG data processing using EEGLAB toolbox
대한뇌파신경생리학회 제7회 뇌파스쿨
대한뇌파신경생리학회 제7회 뇌파스쿨
Committee member
EEG data recording, preprocessing, and feature extraction, Daejeon - August 18-20, 2025
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