Cognitive training using an EEG based Brain-Computer Interface (BCI)
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Updated
Aug 21, 2020 - Java
Cognitive training using an EEG based Brain-Computer Interface (BCI)
EEG Alpha Band Power Topographies of Educated Subjects while Solving an IQ Test: A Case Study
This project focus on sleep spindles searching in filtered EEG signal.
Preprocessing the EEG data for the specific analysis of N400 ERP in the context of Picture-Word Semantic Integration.
Work in progress PhD thesis
Open-source Python package for measuring consciousness.
Spontaneous Movements' Initiation under Temporal uncertainty
🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in resting state
Some tools and tips for electroencephalography
Hidden Markov Models for Epilepsy Data
This repo has code for a graphical user interface (GUI) designed for recording EEG data from healthy subjects under various EEG data acquisition protocols such as, Resting state (REC/REO), motor movement/imagery tasks, and Visually evoked potential (VEP), etc.
A device to analyze various parts of brain activity, by measuring electric waves produced by brain's neurons.
Tutorial covering group DCM analyses of fMRI and M/EEG
A middleware software for easier, more efficient and more powerful BCI development
Arduino-based robotic arm controlled by brain waves. Uses EEG data extracted from a NeuroSky board to control arm movement. 🤯
This is my ERD-ERS Event Programs for Biomodelling class's mandatory work.
Neural networks for EEG-MEG decoding with MNE-python and Tensorflow. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001795
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages
For my MSc dissertation, and in my role as a research data analyst, I am undertaking an analysis of electroencephalography data to investigate whether detection of the P300 neural signal can be utilised within an EEG Brain-Computer Interface to discern information from the minds of individuals, without the need for explicit communication.
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