GitHub topics: electroencephalography
GermanoGallicchio/PhysioExplorer
toolbox for statistical analysis of EEG data in 3d space (temporal, spectral, channels) or any subspace
Language: MATLAB - Size: 225 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0
ChiShengChen/QuantumEEGNet
The official repository implement of QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding (IEEE SiPS2024)).
Language: Python - Size: 115 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 5 - Forks: 3
mne-tools/mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Language: Python - Size: 158 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 3,034 - Forks: 1,407
unfoldtoolbox/UnfoldMakie.jl
Plotting and visualization tools for EEG data, with additional Unfold.jl regression ERP methods. Based on the visualization libraries Makie.jl and AlgebraOfGraphics.jl
Language: Julia - Size: 4.55 GB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 24 - Forks: 9
braindecode/braindecode
Deep learning software to decode EEG, ECG or MEG signals
Language: Python - Size: 17.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 990 - Forks: 220
mne-tools/mne-bids
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
Language: Python - Size: 68.1 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 149 - Forks: 93
ucdavis/erplab
ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.
Language: MATLAB - Size: 62.3 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 287 - Forks: 72
neurosignal/ICA-QC
Post-ICA quality-check, visualization and manual correction tool.
Language: Python - Size: 829 KB - Last synced at: 25 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
PTDZ/PEARL-Neuro
PEARL-Neuro Dataset: Updates, Additional Study Details, and List of Research Outputs
Size: 37.1 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 5 - Forks: 0
BESA-GmbH/BESA-Research-Batches
A collection of batch processing scripts for BESA Research
Size: 12.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
dipterix/threeBrain
3D Visualization of Brain MRI
Language: R - Size: 194 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 47 - Forks: 10
SedCore/FTDropBlock
Features-Time DropBlock (FT-DropBlock) regularization strategy for EEG-based CNNs.
Language: Python - Size: 3.39 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
Chris-Winnard/Poly5andPsychoPy_to_BIDS
For converting .poly5 EEG data and PsychoPy behavioral data to BIDS format. Created for the Decoding Auditory Attention and Musical Emotions with Ear-EEG (DAAMEE) dataset.
Size: 4.88 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
RonanB96/Low-Cost-EEG-Based-BCI
Low Cost Electroencephalogram Based Brain-Computer-Interface
Language: C - Size: 13.4 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 142 - Forks: 33
maxkayser/ECTMetrics
A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy
Language: Python - Size: 2.35 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1
ML4PNP/MEGaNorm
MEGaNorm is a Python package for normative modeling on MEG and EEG data.
Language: Python - Size: 41.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 1
autoreject/autoreject
Automated rejection and repair of bad trials/sensors in M/EEG
Language: Python - Size: 697 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 143 - Forks: 59
john-veillette/mne-ari
All-resolutions Inference for M/EEG in Python
Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 21 - Forks: 3
pablobernabeu/EEG-tools-and-tips
Some tools and tips for electroencephalography
Language: R - Size: 16.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
KNU-BrainAI/AlzEEGNet
Official implementation of AlzEEGNet published in Expert Systems with Applications
Language: Python - Size: 57.6 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1
spkit/spkit.github.io
Signal Processing & Machine Learning
Language: HTML - Size: 127 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1
BESA-GmbH/BESA-MATLAB-Scripts
BESA MATLAB Scripts
Language: MATLAB - Size: 393 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 2
john-veillette/niseq
group sequential tests for neuroimaging
Language: Jupyter Notebook - Size: 934 KB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0
mjain72/brainwave
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
Language: JavaScript - Size: 1.35 MB - Last synced at: 9 months ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3
atr-iine/joint_decorrelation_for_phase-locked_artifact_attenuation
Matlab and Python implementation of the Joint Decorrelation Algorithm
Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
LudovicGardy/convolutional_kernel_density_estimation
A method designed for robust data visualization and analysis, using an innovative technique specifically developed for anomaly detection in time series. Baptised "Convolutional Kernel Density Estimation" (CKDE), this approach enhances the detection and analysis of anomalies.
Language: Python - Size: 1.77 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
matthewcso/NRGYorkU-Brain-Computer-Music-Interface
A project intended to generate music fitted to a person's emotional state as determined through real-time EEG recordings.
Language: Jupyter Notebook - Size: 151 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
boupetch/rsleep
Sleep Data Analysis with R
Language: R - Size: 2.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 4
ScottCalcalas/GCNN
Complexity-based graph convolutional neural network for epilepsy diagnosis in normal, acute, and chronic stages
Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
PoCInnovation/Serinity
EEG Introduction and mind letter recognition system made by 3 students.
Language: PureBasic - Size: 125 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1
fardinafdideh/EEG-Alpha-Band-Power-Topographies-of-Educated-Subjects-while-Solving-an-IQ-Tes
EEG Alpha Band Power Topographies of Educated Subjects while Solving an IQ Test: A Case Study
Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
thavlik/machine-learning-portfolio
Assorted machine learning implementations for medical data.
Language: Python - Size: 28.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1
pktparticle/bciBasedWheelchair
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
Language: Python - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 2
pranaysy/MultimodalDCM
Tutorial covering group DCM analyses of fMRI and M/EEG
Language: MATLAB - Size: 187 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
biancasama/timelimit-2018
Spontaneous Movements' Initiation under Temporal uncertainty
Language: MATLAB - Size: 218 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
LIMO-EEG-Toolbox/limo_meeg
LIMO MEEG landing page and meta documents
Language: MATLAB - Size: 32.1 MB - Last synced at: about 23 hours ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3
cese04/HMM_1
Hidden Markov Models for Epilepsy Data
Language: Python - Size: 68.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
rkobler/eyeartifactcorrection
Eye movement and blink-related EEG and MEG artifact correction algorithms
Language: MATLAB - Size: 36.4 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 6
oscar-anderson/EEG-Fringe-P3-analysis
For my MSc dissertation, and as part of an ongoing prospective publication, 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.
Language: MATLAB - Size: 1.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
nish-nm/Eye-Wink-Detection-Using-Neurosky-Mindwave
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
Language: Python - Size: 2.49 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 10 - Forks: 9
technoshaman001/EEG
Electroencephelography Data taken from my Muse Headband
Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
lacomaofficial/EEG-N400-Preprocessing
Preprocessing the EEG data for the specific analysis of N400 ERP in the context of Picture-Word Semantic Integration.
Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
akibzaman/Intelli_Helmet
Intelli-Helmet is a stress monitoring system using the brain wave data form EEG headset and physiological data (Heart Rate) from wearable device.
Language: Python - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
ldtr-dev/PyNNEART
This repository is intended to serve as a place to carry out various practices that can be performed for the progress of the project.
Language: Jupyter Notebook - Size: 87.7 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0
santiagoLabs/EEG-Brain-Computer-Interface-to-play-Pong
Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity
Language: Python - Size: 6.99 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2
rkobler/TSMNet
Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Language: Python - Size: 63.5 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 2
tziporaziegler/brain-controlled-arm
Arduino-based robotic arm controlled by brain waves. Uses EEG data extracted from a NeuroSky board to control arm movement. 🤯
Language: C++ - Size: 677 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
DevJake/EEG-diffusion-pytorch Fork of lucidrains/denoising-diffusion-pytorch
An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.
Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2
exarchou/Biomedical-Engineering
Electroencephalography signals analysis. Detection of spikes, with threshold method and their isolation with windowing. Temporal and spectral feature extraction. Classification in three neurons.
Language: MATLAB - Size: 125 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
nschawor/eeg-beta-harmonic
This repository provides analysis code to visualize beta-activity of genuine and harmonic nature in a large open EEG dataset.
Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
likith012/mulEEG
Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
Language: Python - Size: 30.9 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 11
James-Mc1ntyre/DeepLearningProject
Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals
Language: Jupyter Notebook - Size: 814 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0
tongplw/Muse
🎧 Muse - The brain sensing headband plus attention level
Language: Python - Size: 1.18 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2
AchmadFachturrohman/EEG-ERD-ERS-Event-Programs
This is my ERD-ERS Event Programs for Biomodelling class's mandatory work.
Language: Pascal - Size: 16.3 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
nschawor/eeg-infants-exponent
This repository provides analysis code to analyze longitudinal changes in aperiodic activity in infant EEG data.
Language: Python - Size: 1.59 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 3
nschawor/ieeg-spatial-filters-ssd
This repository provides analysis code to analyze intracranial electrophysiological data with data-driven spatial filters.
Language: Python - Size: 41 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 5
sorenjmadsen/EEGChannelReduction
Dimensionality reduction for electroencephalography data to train deep learning models for motor imagery classification.
Language: Jupyter Notebook - Size: 304 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
alexandershaw4/PyBP-Py-BrainPlotter-for-AAL90
Visualisation & processing of MEG data and networks on meshes. A bunch of functions, examples and a gui.
Language: Python - Size: 27.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 1
nschawor/meg-eeg-leadfield-mixing
This repository provides analysis code to analyze spatial mixing in electrophysiological data through lead field and spatial pattern coefficients.
Language: Python - Size: 54.7 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1
biomechatronics-research-team/Bio_Data_Collection
Graphical User Interface to be used along OpenBCI's GUI to collect and store data from the headset
Language: Python - Size: 67.4 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0
seanpm2001/TrueEEG
A renewed EEG (Electroencephalography) software toolkit to help keep hospitals secure and up to date.
Language: C - Size: 2.54 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2
konspatl/DL-EEG
A Deep Learning Library for State-Based EEG Analysis
Language: Python - Size: 298 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
chrisferreyra13/mecons-py
Open-source Python package for measuring consciousness.
Language: Python - Size: 93.8 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
MattiStenroos/trapmusic_python
TRAP MUSIC algorithm for MEG/EEG multi-source localization
Language: Python - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2
tongplw/Mindwave
🎧 Real-time data streaming from NeuroSky MindWave Mobile Headset
Language: Jupyter Notebook - Size: 8 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0
tkhan11/EEG-data-recording-GUI
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.
Language: Python - Size: 6.04 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
MattiStenroos/trapmusic_matlab
TRAP MUSIC algorithm for MEG/EEG multi-source localization
Language: MATLAB - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1
sappelhoff/sp_code
Analysis code for the `mpib_sp_eeg` experiment
Language: Jupyter Notebook - Size: 37.3 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
ElsevierSoftwareX/SOFTX-D-20-00108 Fork of zubara/mneflow
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
Size: 14 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
konstantd/Biomedical_Engineering
Digital Signal Processing in Electroencephalography signals. Spike detection with threshold method and isolation with windowing. Temporal and spectral feature extraction. Classification in three neurons.
Language: MATLAB - Size: 125 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
RobertGawron/Electroencephalograph
A device to analyze various parts of brain activity, by measuring electric waves produced by brain's neurons.
Language: OpenSCAD - Size: 15.2 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
Natspy/SleepSpindleSeeker
This project focus on sleep spindles searching in filtered EEG signal.
Language: Python - Size: 224 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
tongplw/Resting-State-Brainwave-Analysis
🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in resting state
Language: Jupyter Notebook - Size: 3.4 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
tongplw/Random-State-Brainwave-Analysis
🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in random state
Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
rkobler/hear
high-variance electrode artifact removal (HEAR) algorithm
Language: MATLAB - Size: 18.7 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 4
faizeev47/Atom
Cognitive training using an EEG based Brain-Computer Interface (BCI)
Language: Java - Size: 218 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
lab-neuro-comp/P2
Working folder for PROTOLIZE! software
Language: MATLAB - Size: 383 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0
DandaPanda/refsig
Package for obtaining the referential signal from a set of unipolar iEEG data
Language: Python - Size: 22.5 KB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2
EIT-team/EEGSource
Generate EEG signals for saline phantoms
Language: C - Size: 7.6 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1
jasmainak/PhDThesis
Work in progress PhD thesis
Language: TeX - Size: 19.5 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
martindinov/synapse-middleware
A middleware software for easier, more efficient and more powerful BCI development
Language: C - Size: 30 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1
