Hidden Markov Models for Epilepsy Data
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Updated
Nov 23, 2017 - Python
Hidden Markov Models for Epilepsy Data
GNU Octave/MATLAB code supplementing the journal article "Permutation Entropy: Too Complex a Measure for EEG Time Series?" (Entropy 2017, 19, 692)
A middleware software for easier, more efficient and more powerful BCI development
Package for obtaining the referential signal from a set of unipolar iEEG data
In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person
Work in progress PhD thesis
Working folder for PROTOLIZE! software
high-variance electrode artifact removal (HEAR) algorithm
Visualisation & processing of MEG data and networks on meshes. A bunch of functions, examples and a gui.
TRAP MUSIC algorithm for MEG/EEG multi-source localization
TRAP MUSIC algorithm for MEG/EEG multi-source localization
Eye movement and blink-related EEG and MEG artifact correction algorithms
🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in resting state
🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in random state
🎧 Real-time data streaming from NeuroSky MindWave Mobile Headset
Graphical User Interface to be used along OpenBCI's GUI to collect and store data from the headset
Cognitive training using an EEG based Brain-Computer Interface (BCI)
The code in this repository allows the visualization of brainwaves detected using TGAM brainwave sensor module. It uses python, d3.js and Bootstrap. A detailed description of the code can be found in this article - https://medium.com/@mohitjain72/detection-and-visualization-of-brainwaves-using-python-d3-and-bootstrap-742129f9ed97
Digital Signal Processing in Electroencephalography signals. Spike detection with threshold method and isolation with windowing. Temporal and spectral feature extraction. Classification in three neurons.
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