eeg-signals-processing

There are 13 repositories under eeg-signals-processing topic.

SuperBruceJia / EEG-DL
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
deep-learning eeg-classification eeg-signals-processing tensorflow motor-imagery-classification eeg-data cnn rnn gcn one-shot-learning residual-learning densenet resnet graph-convolutional-neural-networks lstm gru attention-mechanism fully-convolutional-networks transformer transformers
Language:Python 985
EEGwithRaspberryPI
pieeg-club / EEGwithRaspberryPI
Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library
ads1299 bci bci-systems biosignal diy-electronics diy-solutions eeg eeg-signals eeg-signals-processing ironbci open-source pieeg raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberrypi texas-instruments
Language:Python 883
sccn / eeglab
EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD
eeglab eeg brain electrophysiology eeg-preprocessing eeg-signals-processing biosignal ecg ecog eda hrv ieeg matlab meg neurophysiology spectral-analysis source-localization compiled octave
Language:MATLAB 631
pieeg-club / ironbci
Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application
ads1299 eeg bci ironbci stm32 eeg-signals-processing eeg-signals eeg-classification eeg-headset eeg-data bci-systems bci-homework
Language:Python 511
vrcarva / vmdpy
Variational mode decomposition (VMD) in Python
eeg-signals-processing vmd python signal-processing signal-analysis seizure-detection epilepsy-monitoring
Language:Python 359
neerajwagh / eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
graph-neural-networks eeg-classification eeg-signals-processing deep-learning machine-learning eeg eeg-signals convolutional-network eeg-gcnn neurips neurips-2020 ml4h dgl-graph pytorch
Language:Python 165
craddm / eegUtils
An R package for processing and plotting of electroencephalography (EEG) data
eeg eeg-signals-processing eeg-analysis eeg-signals eeg-data r rstats
Language:R 106
Raghav714 / EEG-Emotion-classification
eeg-classification eeg-data eeg-signals-processing emotion-recognition
Language:Python 103
vrcarva / ewtpy
Empirical wavelet transform (EWT) in Python
ewt signal-processing wavelet-decomposition python pypi-package seizure-detection seizure-prediction eeg-classification eeg-signals-processing
Language:Python 87
sari-saba-sadiya / EEGExtract
A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.
eeg-analysis eeg-features eeg-signals-processing extracting-eeg-features
Language:Python 64
edw4rdyao / eeg_mi_dl
A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).
cnn eeg mne-python braindecode moabb eeg-signals-processing gcn motor-imagery-classification bci bci-systems eeg-classification motor-imagery transformer
Language:Jupyter Notebook 62
AlessioZanga / PyEEGLab
Analyze and manipulate EEG data using PyEEGLab.
dataset eeg eeg-analysis eeg-classification eeg-data eeg-signals-processing keras mne-python preprocessing tensorflow
Language:Python 61
shyammarjit / EEG-Emotion-Recognition
EEG-Based Emotion Recognition
brain-computer-interface deep-learning eeg-classification eeg-signals-processing emotion-recognition machine-learning genetic-algorithm optimization-algorithms
Language:Jupyter Notebook 48
junjunjd / rustymind
A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset
rust brainwave neuroscience mindwave neurosky plot eeg eeg-headset bci eeg-signals-processing eeg-readings brain brain-computer-interface
Language:Rust 47
ycq091044 / ContraWR
JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
contrastive-learning eeg-signals eeg-signals-processing self-supervised-learning
Language:Python 45
Muse-Analysis-Tools
digital-cinema-arts / Muse-Analysis-Tools
A set of tools to analyze and create charts from Muse EEG devices.
eeg-analysis muse-headband eeg eeg-signals-processing eeg-classification eeg-headband
Language:Python 35
IoBT-VISTEC / EEGANet
EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
bci brain-computer-interface deeplearning deepneuralnetworks eeg eeg-analysis eeg-signals eeg-signals-processing eeglab eegnet neural-network
Language:Jupyter Notebook 33
Ildaron / 3.eeg_recognation
Machine learning for Anonymous detection of an alcoholic by EEG signals
alcohol alcohol-eeg eeg eeg-analysis eeg-classification eeg-data eeg-dataset eeg-signals eeg-signals-processing fourier-analysis fourier-series fourier-transform pass-filter wavelet-analysis wavelet-transform wavelets
Language:Python 28
Baizhige / EEGUnity
An open source tool for large-scale EEG datasets processing
dataset-manager eeg-signals-processing python-library large-dataset large-language-model large-multimodal-models eeg eeg-dataset
Language:Python 27
exporl / mwf-artifact-removal
MWF-based EEG artifact removal in MATLAB
eeg eeg-signals-processing matlab-toolbox publication-code artifact-removal
Language:MATLAB 25
soumyajit4419 / Emotion-Recognition-from-Psychological-Signals
Detection of human emotions from eeg signals using the amigos dataset
eeg-signals eeg-signals-processing signal-classification amigos
Language:Jupyter Notebook 25
BIAPT / EEGapp
A MATLAB application to automatize analysis of EEG data
eeg-data analysis matlab eeg eeg-analysis eeg-signals-processing eeglab pipeline graph-theory-analysis surrogate-data-analysis phase-lag
Language:MATLAB 24
EEG-gaming-and-speech
yaxan / EEG-gaming-and-speech
EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate
bci-systems brain-computer-interface eeg-classification eeg-signals-processing raspberry-pi
Language:Python 24
EsiSeraj / EEG-PhaseFreq-Analysis
Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox
bci-systems biological-signal-processing brain-computer-interface eeg-phase eeg-signals-processing frequency-analysis instantaneous-frequency instantaneous-phase phase-analysis phase-locking-value phase-quantities phase-resetting phase-shift statistical-signal-processing transfer-function-perturbation user-manual
Language:Matlab 23
geopopos / EEG_convolutional_neural_net
A convolutional neural network developed in python using the Keras machine learning framework used to categorize brain signal based on what a user was looking at when the EEG data was collected.
keras brain-signal-decoding machine-learning python eeg eeg-signals eeg-signals-processing
Language:Python 23
ChiShengChen / MUSE_EEG
The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.
contrastive-learning deep-learning eeg-analysis eeg-signals-processing multimodal-learning zero-shot-learning
Language:Python 22
teanijarv / EEG-pyline
EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.
data-analysis eeg eeg-analysis eeg-erp eeg-signals eeg-signals-processing erp event-related-potentials fooof python spectral-analysis
Language:Jupyter Notebook 19
mvidaldp / Traumschreiber-mobileEEG
Android app for EEG data visualization and recording with the Traumschreiber BLE device
android android-app android-application ble bluetooth bluetooth-connection bluetooth-controller bluetooth-devices bluetooth-le bluetooth-library bluetooth-low-energy cognitive-science eeg eeg-analysis eeg-data eeg-readings eeg-signals eeg-signals-processing neuroinformatics traumschreiber
Language:Java 18
electroCUDA
kevmtan / electroCUDA
Robust electrophysiology tools with GPU acceleration
eeg eeg-analysis eeg-classification eeg-components eeg-pipeline eeg-preprocessing eeg-signals eeg-signals-classification eeg-signals-processing eeg-statistics electrophysiology ica ieeg intracranial-eeg meg neuroscience neuroscience-methods neurosurgery seeg signal-processing
Language:Cuda 16
alexenge / hu-neuro-pipeline
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
eeg eeg-analysis eeg-data eeg-signals eeg-signals-processing neuroscience psychology python-library reproducibility hacktoberfest
Language:Python 15
secondlevel / EEG-classification
It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You can get some detailed introduction and experimental results in the link below. https://github.com/secondlevel/EEG-classification/blob/main/Experiment%20Report.pdf
deep-learning deepconvnet eeg-classification eeg-signals-processing eegnet pytorch
Language:Python 14
maguire-lab-seizure-detection-webapp
matteocargnelutti / maguire-lab-seizure-detection-webapp
🧠 Maguire Lab's Deep Learning Seizure Detection WebApp.
neuroscience eeg-signals-processing data-science
Language:JavaScript 13
peterwhycs / T-BEAR
Detect EEG artifacts, outliers, or anomalies using supervised machine learning.
anomaly-detection artifact-rejection artifact-removal eeg eeg-classification eeg-signals-processing machine-learning outlier-ensembles outlier-rejection outlier-removal python python3
Language:Python 12
stuartfogel / CountingSheepPSG
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
event-detection polysomnography psg signal-processing sleep sleep-analysis sleep-stage-scoring eeglab eeg eeg-preprocessing eeg-signals-processing sleep-research sleep-scoring sleep-staging
Language:MATLAB 12
Mithunjha / EarEEG_KnowledgeDistillation
Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"
cross-modality deep-learning eeg-signals-processing knowledge-distillation sleep-research sleep-staging ear-eeg
Language:Jupyter Notebook 11
SinanGncgl / Brain-Computer-Interface-with-Neurosky
Brain Computer Interface (BCI) with Neurosky Mindwave Mobile 2 that enables anyone to use computer, mobilephone etc. with his/her thoughts.
eeg-signals eeg-signals-processing eeg-classification brain-computer-interface
Language:Python 10

eeg-signals-processing

SuperBruceJia / EEG-DL

pieeg-club / EEGwithRaspberryPI

sccn / eeglab

pieeg-club / ironbci

vrcarva / vmdpy

neerajwagh / eeg-gcnn

craddm / eegUtils

Raghav714 / EEG-Emotion-classification

vrcarva / ewtpy

sari-saba-sadiya / EEGExtract

edw4rdyao / eeg_mi_dl

AlessioZanga / PyEEGLab

shyammarjit / EEG-Emotion-Recognition

junjunjd / rustymind

ycq091044 / ContraWR

digital-cinema-arts / Muse-Analysis-Tools

IoBT-VISTEC / EEGANet

Ildaron / 3.eeg_recognation

Baizhige / EEGUnity

exporl / mwf-artifact-removal

soumyajit4419 / Emotion-Recognition-from-Psychological-Signals

BIAPT / EEGapp

yaxan / EEG-gaming-and-speech

EsiSeraj / EEG-PhaseFreq-Analysis

geopopos / EEG_convolutional_neural_net

ChiShengChen / MUSE_EEG

teanijarv / EEG-pyline

mvidaldp / Traumschreiber-mobileEEG

kevmtan / electroCUDA

alexenge / hu-neuro-pipeline

secondlevel / EEG-classification

matteocargnelutti / maguire-lab-seizure-detection-webapp

peterwhycs / T-BEAR

stuartfogel / CountingSheepPSG

Mithunjha / EarEEG_KnowledgeDistillation

SinanGncgl / Brain-Computer-Interface-with-Neurosky