https://github.com/brainflow-dev/brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

bci biosensor biosensors biosignals brain-computer-interface brain-control brain-machine-interface brainflow ecg eeg eeg-analysis emg emg-signal muse neuroscience openbci python signal-processing

Last synced: 13 May 2025

https://github.com/raphaelvallat/yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

artefact-rejection deep-sleep eeg-analysis eeg-signals numba peak-detection signal-processing sleep sleep-analysis sleep-scoring sleep-spindles sleep-stage-scoring sleep-staging spectral-analysis stft

Last synced: 14 May 2025

https://github.com/superbrucejia/eeg-motor-imagery-classification-cnns-tensorflow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

brain-com brain-computer-interface cnns convolutional-neural-networks eeg eeg-analysis eeg-classification eeg-data eeg-signals esi matlab motor-imagery motor-imagery-classification motor-imagery-tasks motor-imagery-training python tensorflow tensorflow-experiments tensorflow-models

Last synced: 09 Apr 2025

https://github.com/raphaelvallat/entropy

EntroPy: complexity of time-series in Python (DEPRECATED)

biosignals complexity eeg eeg-analysis eeg-classification entropy entropy-bits features-extraction machine-learning neuroscience non-linear permutation-entropy python signal-processing

Last synced: 14 Apr 2025

https://github.com/dreamento/dreamento

Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.

automatic-sleep-analysis dream dream-engineering eeg-analysis lucid-dreaming python real-time sleep sleep-analysis

Last synced: 06 May 2025

https://github.com/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

Last synced: 01 Mar 2026

https://github.com/z-fran/deap-eeg-emotion-analyse-and-classify

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。

deap-dataset eeg-analysis eeg-classification emotion-analysis

Last synced: 10 Oct 2025

https://github.com/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

Last synced: 02 Aug 2025

https://github.com/bnicenboim/eeguana

A package for manipulating EEG data in R.

dplyr eeg eeg-analysis eeg-data eeg-signals r tidyverse

Last synced: 11 Jul 2025

https://github.com/remnrem/luna-base

Luna software for sleep EEG analysis (base)

eeg eeg-analysis sleep sleep-analysis sleep-research

Last synced: 14 Oct 2025

https://github.com/weiglszonja/meeg-tools

EEG/MEG data preprocessing and analyses framework

connectivity-analysis eeg-analysis eeg-preprocessing pipeline preprocessing-data time-frequency-analysis

Last synced: 16 Aug 2025

https://github.com/kernelghost/brainwavedetectionutility

A utility designed to interact with the "Star Wars The Force Trainer II" headset.

arduino-uno bluetooth eeg-analysis java neurosky star-wars-force-trainer

Last synced: 12 Sep 2025

https://github.com/enriquetomasmb/bci

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

bci brain-computer-interface cyberattack eeg eeg-analysis eeg-classification erp erp-framework framework noise-detection noise-generator openbci p300

Last synced: 20 Jul 2025

https://github.com/prash030/signal_processing_projects

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

autoregressive-processes band-pass-filter ecg ecg-analyzer ecg-filtering ecg-signal-python eeg eeg-analysis eeg-classification filter-design non-stationary random-process

Last synced: 20 Jul 2025

https://github.com/cpietsch/brainhack-34c3

brainhack workshop for 34c3

34c3 eeg eeg-analysis eeg-data muse

Last synced: 03 Aug 2025

https://github.com/phseidl/jku-ml-seminar

Seminar Project and Master Thesis at IML

drug-discovery eeg-analysis eeg-classification machine-learning

Last synced: 12 Jul 2025

https://github.com/praveen-kukreja/Deep-learning_Emotion_Recognition

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score Emotion Recognition Via Deep Learning and EEG Headsets. Deep Learning Model trained on DEAP dataset and corrected for the Emotiv EPOC/EPOC+ Headset

deep-learning eeg-analysis emotion-recognition python

Last synced: 17 Mar 2025

https://github.com/nabilalibou/connectivity_segmentation

Track and segment the dynamics of brain connectivity networks

connectivity eeg eeg-analysis functional-connectivity kmeans-clustering microstates

Last synced: 29 Jun 2025

https://github.com/stefanches7/deepvisual

Reconstruct visual stimuli from EEG data using Deep Learning

brainweb eeg eeg-analysis machine-learning

Last synced: 04 Jan 2026

https://github.com/nabilalibou/online_bci_mi

Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training

artifact-rejection brain-computer-interface deep-learning eeg eeg-analysis eeg-classification feature-extraction ica machine-learning motor-imagery-classification preprocessing-pipeline signal-processing sklearn

Last synced: 22 Apr 2026

https://github.com/rcv911/periodogram

Draw periodogram of real EEG data

analysis biomedical-data-science biomedical-engineering biosignals eeg eeg-analysis eeg-data eeg-signals periodogram

Last synced: 18 Jan 2026

https://github.com/nabilalibou/sleepchecker

Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data

drowsiness-detection eeg eeg-analysis eeg-signals-processing sleep sleep-analysis sleep-scoring sleep-staging

Last synced: 08 Oct 2025

https://github.com/danielathome19/pianoid-eeg-nn

A Bidirectional LSTM Network and EEG-Response Organoid for simulating neural responses to classical piano music.

artificial-intelligence biocomputing computational-neuroscience deep-learning eeg-analysis machine-learning music music-cognition music-perception music-perception-and-cognition neuromorphic-computing organoid-intelligence organoid-learning signal-processing

Last synced: 24 Apr 2026

https://github.com/marco-congedo/eegle.jl

A Julia integrative package for EEG data analysis and machine learning

brain-computer-interface eeg eeg-analysis eeg-classification eeg-signals-processing

Last synced: 22 Feb 2026

https://github.com/alamkanak/eeg-correlation

eeg eeg-analysis eeg-signals fft python

Last synced: 18 Apr 2026

https://github.com/warptengood/eeg_annotator

Desktop EEG annotation tool for neurophysiologists. View, analyze, and annotate EDF files with lazy-loaded rendering and low memory footprint.

annotation-tool brain desktop-app edf eeg eeg-analysis eeg-viewer medical neurophysiology neuroscience pyqt6 pyqtgraph python signal-processing

Last synced: 23 May 2026

https://github.com/carpentries-incubator/sdc-eeglab

Processing data with EEGLAB

carpentries-incubator eeg eeg-analysis eeg-data eeg-signals eeglab english lesson matlab neuroimaging pre-alpha python

Last synced: 11 Apr 2025

https://github.com/amjabb/eegmindreader

Software for EEG BCI communication, along with companion IOS app.

bci c eeg eeg-analysis eeg-classification eeg-headset python2 swift3

Last synced: 26 Aug 2025

https://github.com/zazi2002/neuroscience-lab

Neuroscience Lab Assignments related to various aspects of neuroscience research, including visual search tasks with Psychtoolbox, regression and ANOVA analysis, EEG preprocessing with EEGLab, and fMRI analysis with AFNI.

afni anova eeg-analysis eeglab fmri psychtoolbox t-test

Last synced: 10 Nov 2025

https://github.com/carpentries-incubator/sdc-bids-eeg-eeglab

Working with EEGLAB and BIDS-EEG

bids bids-eeg carpentries-incubator eeg eeg-analysis eeg-data eeg-signals eeglab english lesson matlab neuroimaging pre-alpha programming

Last synced: 02 Sep 2025

https://github.com/zazi2002/biomedical-signal-image-processing-lab

Biomedical Signal & Image Processing Lab Projects.

ecg-analysis eeg-analysis emg eog ica image-processing noise-reduction segmentation source-localization source-separation

Last synced: 10 Nov 2025

https://github.com/enansari/bachelor-final-project

This repository contains my final bachelor project. This project includes the presentation and explanation of an article about converting thoughts into text

artificial-intelligence autoencoder cnn eeg eeg-analysis eeg-signals hakim-sabzevari-university hsu lstm neural-network new-south-wales rnn signal-processing xgboost

Last synced: 11 Jun 2026

https://github.com/alexenge/tfr-workshop

An introductory workshop on analyzing the time-frequency content of EEG data

eeg eeg-analysis eeg-data eeg-signals eeg-signals-processing open-science python rmarkdown

Last synced: 16 Jan 2026

https://github.com/niloy333/wearanize_plus

Wearanize+ is a research project in which multiple wearable devices were used to record participants' overnight sleep

eeg-analysis matlab multimodal-dataset polysomnography python sleep-data sleep-research wearable-devices

Last synced: 12 Apr 2026

https://github.com/codedby-mozz/song_familiarity_eeg

Independent EEG analysis of neural responses to familiar vs. unfamiliar songs using public data and MNE-Python. A self-driven project focused on EEG preprocessing, ERPs, and auditory familiarity.

eeg-analysis mne-python neuroscience python

Last synced: 27 Apr 2026

https://github.com/hemumanju/human-effort-classification-eeg

brain-computer-interface cookiecutter deep-convolutional-networks eeg-analysis eeg-classification mne-python pytorch

Last synced: 10 May 2026

https://github.com/coderjolly/eeg-signal-analysis

EEG signals can be used to detect the mental state of a person which can have applications in machine learning. This repo gives an introduction to EEG signal analysis using MNE python library and describes the setup, the data preprocessing, data visualization and segmentation into epochs.

eeg eeg-analysis eeg-signals eeg-signals-processing mne-python

Last synced: 27 Mar 2025

https://github.com/fitushar/development-of-a-modular-biopotential-amplifier-trainer-for-biomedical-instrumentation-laboratory-ex

This Repository contains the Circuit design and simulation related to RTR module

arduino-uno bioamplifier biopotential-signals board circuit circuit-design ecg-filtering eeg-analysis emg-signal filtering-blocks laboratory-experience rtr students trainer

Last synced: 20 Jun 2026

https://github.com/alexenge/intro-to-eeg

Introduction to EEG analysis course using MNE-Python

cognitive-neuroscience course-materials eeg eeg-analysis mne-python psychology python

Last synced: 16 Jan 2026

https://github.com/theoplayz2/eda-explorer

Инструмент на Python для разведочного анализа данных (EDA) и визуализации, поддерживающий загрузку данных CSV и JSON, с модульной архитектурой ООП. Практическая работа по теме: "Обнаружение и визуализация данных для понимания их сущности" дисциплины "МДК 13.01: Основы применения методов искусственного интеллекта в программировании".

analysis battery-life cqrs csharp data-analysis eeg-analysis exploratorydataanalysis json-visualization matplotlib messaging profile-report python verilog visualization

Last synced: 29 Apr 2026

https://github.com/happybravo/ma4202_project

Machine Learning Project Work

earthquake-data eeg-analysis eeg-data machine-learning network-analysis python

Last synced: 03 May 2026

https://github.com/bruaristimunha/eeg_basketball_behavior

Será que a eletroencefalografia (EEG) é capaz de identificar padrões cerebrais de erros e acertos durante um arremesso no basquetebol? E se estimular eletricamente o cérebro de um atleta, contribuiria para ele não pensar durante momentos decisórios? Será que o comportamento do olhar (local que o atleta olha) indica o nível de experiência? O treinamento do olhar do atleta melhora o desempenho? Mais cestas? Melhores tacadas no golfe? Mais gols? Mais defesas de um goleiro?

basketball eeg eeg-analysis eeg-signals-processing neuroscience

Last synced: 10 Jun 2026

https://github.com/silviatulli/bci_matlab

Brain-Computer Interface - data analysis, k nearest neighbors classifier

eeg-analysis knearest-neighbor-algorithm knn-classification matlab

Last synced: 01 May 2025

https://github.com/inventwithdean/occipital_alpha

Occipital Alpha: Eyes Open vs Closed

brainwaves eeg eeg-analysis eeg-signals-processing

Last synced: 15 Mar 2025