eeg-signals-processing

There are 14 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 1105
EEGwithRaspberryPI
pieeg-club / EEGwithRaspberryPI
Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library
pieeg eeg ads1299 bci bci-systems open-source ironbci biosignal texas-instruments eeg-signals-processing eeg-signals diy-solutions diy-electronics raspberry-pi raspberrypi raspberry-pi-3 raspberry-pi-4
Language:Python 915
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 706
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 554
vrcarva / vmdpy
Variational mode decomposition (VMD) in Python
eeg-signals-processing vmd python signal-processing signal-analysis seizure-detection epilepsy-monitoring
Language:Python 401
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.
convolutional-network deep-learning dgl-graph eeg eeg-classification eeg-gcnn eeg-signals eeg-signals-processing graph-neural-networks machine-learning ml4h neurips neurips-2020 pytorch
Language:Python 180
PySDKit
wwhenxuan / PySDKit
A Python library for signal decomposition algorithms
digital-signal-processing signal-decomposition signal-processing emd empirical-mode-decomposition ewt image-processing machine-learning machine-learning-algorithms signal-analysis signal-application variational-mode-decomposition vmd eeg-signals-processing time-series time-series-analysis
Language:Python 177
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 110
Raghav714 / EEG-Emotion-classification
eeg-classification eeg-data eeg-signals-processing emotion-recognition
Language:Python 108
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 91
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).
bci bci-systems braindecode cnn eeg eeg-classification eeg-signals-processing gcn mne-python moabb motor-imagery motor-imagery-classification transformer
Language:Jupyter Notebook 77
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 71
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 63
AlessioZanga / PyEEGLab
Analyze and manipulate EEG data using PyEEGLab.
dataset preprocessing eeg eeg-signals-processing eeg-analysis eeg-classification eeg-data mne-python tensorflow keras
Language:Python 62
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 50
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 50
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 49
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 zero-shot-learning multimodal-learning
Language:Python 40
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 40
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 39
Ildaron / 3.eeg_recognation
Machine learning for Anonymous detection of an alcoholic by EEG signals
eeg eeg-signals eeg-analysis eeg-classification eeg-data eeg-signals-processing alcohol alcohol-eeg pass-filter eeg-dataset fourier-transform fourier-series fourier-analysis wavelet-transform wavelet-analysis wavelets
Language:Python 31
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-signals eeg-signals-processing fooof python spectral-analysis eeg-erp erp event-related-potentials
Language:Jupyter Notebook 30
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 28
exporl / mwf-artifact-removal
MWF-based EEG artifact removal in MATLAB
artifact-removal eeg eeg-signals-processing matlab-toolbox publication-code
Language:MATLAB 27
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 26
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
EsiSeraj / EEG-PhaseFreq-Analysis
Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox
eeg-signals-processing frequency-analysis phase-analysis brain-computer-interface transfer-function-perturbation eeg-phase phase-quantities phase-shift phase-locking-value phase-resetting biological-signal-processing statistical-signal-processing bci-systems instantaneous-phase instantaneous-frequency user-manual
Language:MATLAB 24
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.
brain-signal-decoding eeg eeg-signals eeg-signals-processing keras machine-learning python
Language:Python 23
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 19
electroCUDA
kevmtan / electroCUDA
Robust electrophysiology tools with GPU acceleration
electrophysiology ieeg seeg eeg eeg-analysis eeg-classification eeg-components eeg-pipeline eeg-preprocessing eeg-signals eeg-signals-classification eeg-signals-processing eeg-statistics ica intracranial-eeg meg neuroscience neuroscience-methods neurosurgery signal-processing
Language:Cuda 19
mvidaldp / Traumschreiber-mobileEEG
Android app for EEG data visualization and recording with the Traumschreiber BLE device
eeg eeg-signals eeg-analysis eeg-signals-processing eeg-readings eeg-data traumschreiber android android-application android-app ble bluetooth bluetooth-low-energy bluetooth-le bluetooth-controller bluetooth-devices bluetooth-library bluetooth-connection neuroinformatics cognitive-science
Language:Java 19
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 18
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 18
stuartfogel / CountingSheepPSG
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
eeg eeg-preprocessing eeg-signals-processing eeglab event-detection polysomnography psg signal-processing sleep sleep-analysis sleep-research sleep-scoring sleep-stage-scoring sleep-staging
Language:MATLAB 17
Avir-AI / EEG_Applications_Hub
This curated list highlights the latest breakthroughs in EEG and AI integration, providing a user-friendly guide for researchers, students, and hobbyists to explore advancements and applications in this exciting field.
cybersecurity deep-learning eeg eeg-classification eeg-data eeg-signals eeg-signals-processing machine-learning medical signal signal-processing time-series-analysis
15
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

eeg-signals-processing

SuperBruceJia / EEG-DL

pieeg-club / EEGwithRaspberryPI

sccn / eeglab

pieeg-club / ironbci

vrcarva / vmdpy

neerajwagh / eeg-gcnn

wwhenxuan / PySDKit

craddm / eegUtils

Raghav714 / EEG-Emotion-classification

vrcarva / ewtpy

edw4rdyao / eeg_mi_dl

sari-saba-sadiya / EEGExtract

shyammarjit / EEG-Emotion-Recognition

AlessioZanga / PyEEGLab

junjunjd / rustymind

ycq091044 / ContraWR

Baizhige / EEGUnity

ChiShengChen / MUSE_EEG

IoBT-VISTEC / EEGANet

digital-cinema-arts / Muse-Analysis-Tools

Ildaron / 3.eeg_recognation

teanijarv / EEG-pyline

soumyajit4419 / Emotion-Recognition-from-Psychological-Signals

exporl / mwf-artifact-removal

yaxan / EEG-gaming-and-speech

BIAPT / EEGapp

EsiSeraj / EEG-PhaseFreq-Analysis

geopopos / EEG_convolutional_neural_net

alexenge / hu-neuro-pipeline

kevmtan / electroCUDA

mvidaldp / Traumschreiber-mobileEEG

Mithunjha / EarEEG_KnowledgeDistillation

secondlevel / EEG-classification

stuartfogel / CountingSheepPSG

Avir-AI / EEG_Applications_Hub

matteocargnelutti / maguire-lab-seizure-detection-webapp