Tutorial covering group DCM analyses of fMRI and M/EEG

Working folder for PROTOLIZE! software

Cognitive training using an EEG based Brain-Computer Interface (BCI)

Graphical User Interface to be used along OpenBCI's GUI to collect and store data from the headset

EEG Alpha Band Power Topographies of Educated Subjects while Solving an IQ Test: A Case Study

Preprocessing the EEG data for the specific analysis of N400 ERP in the context of Picture-Word Semantic Integration.

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.

Digital Signal Processing in Electroencephalography signals. Spike detection with threshold method and isolation with windowing. Temporal and spectral feature extraction. Classification in three neurons.

Electroencephelography Data taken from my Muse Headband

Work in progress PhD thesis

group sequential tests for neuroimaging

🎧 Real-time data streaming from NeuroSky MindWave Mobile Headset

🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in resting state

Dimensionality reduction for electroencephalography data to train deep learning models for motor imagery classification.

Some tools and tips for electroencephalography

🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in random state

Hidden Markov Models for Epilepsy Data

Intelli-Helmet is a stress monitoring system using the brain wave data form EEG headset and physiological data (Heart Rate) from wearable device.

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.

This repository provides analysis code to visualize beta-activity of genuine and harmonic nature in a large open EEG dataset.