eeg-analysis

There are 235 repositories under eeg-analysis topic.

  • EEG-sleep-analysis

    Language:Python7

  • brain-powered

    With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.

    Language:Python13

  • meeg-tools

    EEG/MEG data preprocessing and analyses framework

    Language:Jupyter Notebook12

  • Muse

    🎧 Muse - The brain sensing headband plus attention level

    Language:Python12

  • 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:Python12

  • turnkey-bci

    Towards Turnkey Brain-Computer Interfaces

    Language:HTML12

  • HFO-Classification

    HFO classification

    Language:MATLAB11

  • EEG_to_ERP_pipeline_stats_R

    General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)

    Language:MATLAB11

  • EEG-Clustering

    Signal processing and clustering of EEG signals

    Language:MATLAB11

  • mcsleep

    Multichannel Sleep Spindle Detector for sleep EEG

    Language:MATLAB11

  • infant-cluster-effectsize

    Enhancing reproducibility in developmental EEG research by using BIDS, cluster-based permutation tests, and reporting effect sizes

    Language:MATLAB10

  • ANN4EEG

    ANN4EEG is a convolutional neural network toolkit for EEG-mediated drug-target interaction prediction. This approach for drug-target interaction prediction can explain the mechanisms underlying complicated drug actions, as it allows the identification of similarities in the mechanisms of action and effects of psychotropic drugs.

    Language:Python10

  • eeg_fConn

    Python library to compute functional connectivity measures from EEG

    Language:Python9
  • CSP-Python

    CSP-Python

    Python implementation of the CSP algorithm

    Language:Python9

  • phyaat

    PhyAAt: Physiology of Auditory Attention - Processing Library

    Language:Python9

  • EEG-Emotion-Detection

    Emotion detection of subject using EEG data and deep learning models

    Language:Jupyter Notebook8

  • PD-EEG

    Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals

    Language:Jupyter Notebook8

  • Athena

    ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

    Language:MATLAB8

  • EEGLAB-FFT

    EEGLAB scripts for FFT analysis of multiple EEG datasets + data visualization.

    Language:MATLAB8

  • brain

    🧠 Study about electrical activity of the brain retrieved from an EEG headset (repo in french).

    Language:JavaScript8

  • pyHFO

    STE/MNI HFO detection, classification and visualization

    Language:Python7

  • EEG-quality-analysis

    EEG quality analysis pipeline

    Language:MATLAB7

  • DevelopmentalDemo

    Tutorial for developmental data with spectral parameterization.

    Language:Jupyter Notebook7

  • multiplepurpose_fastICA

    This is an general implementation of ICA!

    Language:Python7

  • web-edf-viewer

    simple web edf viewer

    Language:Rust7

  • EEGTemplate

    Template structure for EEG analysis projects.

    Language:Jupyter Notebook7

  • NeuroIDBench

    NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research

    Language:Jupyter Notebook6

  • Hidden_Emotion_Detection_using_MM_Signals

    [CHI2021] Hidden emotion detection using multi-modal signals

    Language:Python6

  • bci

    Framework for P300 wave detection and noise-based cyberattacks in Brain-Computer Interfaces - Enrique Tomás Martínez Beltrán

    Language:Jupyter Notebook6

  • signal_processing_projects

    This repository consists of codes that I developed for EEG and ECG signal processing

    Language:MATLAB6

  • latency

    A function to extract various kinds of latency estimates from MEG/EEG data

    Language:MATLAB6

  • jku-ml-seminar

    Seminar Project and Master Thesis at IML

    Language:Jupyter Notebook5

  • vr-adaptation-eeg-evaluation

    CHI 2023 Late Breaking Work: "Exploring Physiological Correlates of Visual Complexity Adaptation: Insights from EDA, ECG, and EEG Data for Adaptation Evaluation in VR Adaptive Systems"

    Language:Jupyter Notebook5

  • EEG-Emotion-Classification

    Emotion recognition from EEG data (Bachelor's thesis), using the DEAP dataset. Performed manual feature selection across three domains: time, frequency, and time-frequency. Used different classifiers, including XGBoost, AdaBoost, Random Forest, k-NN, SVM, etc.

    Language:Python5

  • EEG_analysis_scripts

    Frequency analysis for resting-state EEG data.

    Language:MATLAB5

  • muERD

    A script for calculating mu event-related desynchronization from EEG data using MATLAB and EEGLAB.

    Language:MATLAB5