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GitHub topics: electroencephalogram

braindecode/braindecode

Deep learning software to decode EEG, ECG or MEG signals

Language: Python - Size: 4.98 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 917 - Forks: 195

PatGleeson101/eeg-stress-prediction

Constructive-cascade neural networks predict stress from electroencephalogram (EEG) signals.

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

MrNick-code/EEG_with_Arduino

Home made EEG utilizing basic electronic components and an Arduino.

Language: C++ - Size: 186 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

CECNL/XBrainLab

We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on cutting-edge computational approach.

Language: Python - Size: 9.92 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2

cia-ulaval/EEG_Interface

A Brain-Computer Interface (BCI) project for processing and classifying EEG data

Language: Python - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

NeuroDiag/PyNoetic

Language: JavaScript - Size: 2.26 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

sjburwell/eeg_commander

MATLAB pipeline for easy-to-program automated pre-processing of electroencephalogram (EEG) data using independent component analysis and statistically-robust detection of artifacts.

Language: MATLAB - Size: 299 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

manishthilagar/Neural-Signal-Processing

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

cwnicoletti/Electroencephalogram-Project

[Scrapped] Creating an EEG from scratch

Language: Python - Size: 17.1 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 4 - 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: over 1 year ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 9

EsiSeraj/ERP_Connectivity_EMG_Analysis

Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification

Language: MATLAB - Size: 2.14 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 5

nickmmark/brain-eeg-graph

Arduino EEG interface for lucid dreaming

Language: Processing - Size: 195 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 0

RonanB96/Low-Cost-EEG-Based-BCI

Low Cost Electroencephalogram Based Brain-Computer-Interface

Language: C - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 102 - Forks: 25

nnyase/EEG-data-analysis-

Worked on Dr. M Roncaglia RITA electroencephalogram (EEG) brain activity dataset. Preprocessed, cleaned and transformed the brain activity data to be used for monitoring distinct brain frequencies.

Language: HTML - Size: 4.95 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

RicardoHernandezVarela/extraccion-de-caracteristicas-EEG

Extracción de características (estadísticas y band power) de señales de EEG de habla imaginada.

Language: MATLAB - Size: 312 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

plustar/Movement-Related-Cortical-Potential

Official Code for STRCA, FBTRCA for movement-related cortical potential in the brain-computer interface context

Language: MATLAB - Size: 96.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 2

neerajwagh/eeg-self-supervision

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Language: Python - Size: 53.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 1

mkfzdmr/Deep-Learning-based-Emotion-Recognition

Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN

Language: Python - Size: 1020 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 28 - Forks: 11

JingweiToo/EEG-Feature-Extraction-Toolbox

This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.

Language: MATLAB - Size: 41 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 6

jhschwartz/medhacks-zzg 📦

MedHacks 2018 Team ZZG

Language: JavaScript - Size: 9.84 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

mohammadbashiri/attention-eeg

Report of a project done as a part of Neuro-inspired System Engineering course @ TUM

Language: Python - Size: 4.56 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 1

saintmarina/neurofit

NeuroFit is a real-time brain waves visualizer and Alpha wave neurofeedback training app, designed to work with Open BCI EEG machine

Language: Kotlin - Size: 12.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

sjburwell/rerp

Compute regression event-related potentials ("rERPs") which account for hypothetical overlap among brain processes accompanying temporally adjacent cognitive events (e.g., stimulus and response).

Language: MATLAB - Size: 846 KB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

favourori/expesicor-brainly

Lightweight PHP program that opens an attached EEG file (.txt) and displays it with a graph and summary statistics on a user interface.

Language: PHP - Size: 1.51 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

Related Keywords
electroencephalogram 24 eeg 9 signal-processing 5 brain-computer-interface 5 eeg-signals 4 machine-learning 4 eeg-classification 4 neuroscience 4 deep-learning 4 eeg-signals-processing 3 electroencephalography 3 eeg-data 2 eeg-headset 2 feature-extraction 2 emg 2 eeg-analysis 2 neural-network 2 pytorch 2 python 2 representation-learning 1 neurips-2021 1 multi-task-learning 1 self-supervised-learning 1 self-supervision 1 ml4h 1 electrophysiological-data 1 domain-driven-design 1 convolutional-neural-networks 1 transfer-learning 1 biosignals 1 movement-related-cortical-potential 1 weka 1 supervised-learning 1 matlab 1 scipy 1 fourier-transform 1 data-visualization 1 data-analysis 1 nucleo 1 eog 1 ecg 1 bioamplifier 1 bci 1 neurofeedback-training 1 multiple-regression 1 graph 1 mobile-app 1 kotlin 1 brain-waves 1 android 1 attention 1 websocket 1 sleep-analysis 1 php 1 summary-statistics 1 sleep 1 serverless 1 medhacks 1 health 1 emotiv-epoc 1 emotiv 1 classification 1 emotional-states 1 emotion-recognition 1 emotion-estimation 1 emotion-analysis 1 deep-neural-networks 1 azimuthal-equidistant-projection 1 unsupervised-learning 1 eye-blink 1 processing3 1 cadlab 1 signal 1 neuralsignalprocessing 1 neural 1 robust-statistics 1 psychophysiology 1 independent-component-analysis 1 eeg-pipeline 1 cognitive-neuroscience 1 bci-systems 1 time-series 1 xai 1 mne 1 explanability 1 captum 1 non-invasive-detection 1 low-cost-device 1 brain-signals 1 neuroimaging 1 meg 1 magnetoencephalography 1 electrocorticography 1 ecog 1 work-in-progress 1 sleep-stage-scoring 1 lucid-dreaming 1 hardware-hacking 1 arduino 1 user-manual 1