pieeg-club/EEGwithRaspberryPI

Not supported. Measure 8 EEG channels with Shield PiEEG and RaspberryPi in C library

Language: Python - Size: 34.1 MB - Last synced at: 9 days ago - Pushed at: 13 days ago - Stars: 890 - Forks: 89

pieeg-club/ironbci

Wearable (BLE) Brain-Computer Interface, ADS1299 and STM32 with SDK for mobile application

Language: Python - Size: 6.75 MB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 518 - Forks: 47

raphaelvallat/yasa

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

Language: Python - Size: 169 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 454 - Forks: 117

neurotech-berkeley/neurotech-course

CS198-96: Intro to Neurotechnology @ UC Berkeley

Language: Jupyter Notebook - Size: 200 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 313 - Forks: 83

SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow

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

Language: Python - Size: 56.6 KB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 217 - Forks: 48

MikeWangWZHL/EEG-To-Text 📦

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Language: Python - Size: 9.91 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 143 - Forks: 32

ufvceiec/EEGRAPH

EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.

Language: Python - Size: 153 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 140 - Forks: 43

amrzhd/EEGNet

This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

Language: Jupyter Notebook - Size: 112 KB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 128 - Forks: 7

craddm/eegUtils

An R package for processing and plotting of electroencephalography (EEG) data

Language: R - Size: 164 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 106 - Forks: 27

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.

Language: Python - Size: 71.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 18

amrzhd/EEG-MSCNN

This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, the study demonstrates how richer temporal feature extractions can enhance CNN models in classifying EEG signals

Language: Jupyter Notebook - Size: 70.3 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 74 - Forks: 1

nikk-nikaznan/SSVEP-Neural-Generative-Models

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Language: Python - Size: 1.77 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 53 - Forks: 27

MultiScale-BCI/IV-2a

Language: Python - Size: 33.2 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 51 - Forks: 19

Mentalab-hub/explorepy

Python API for Mentalab biosignal aquisition devices

Language: Python - Size: 8.13 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 47 - Forks: 21

arkanivasarkar/EEG-Data-Augmentation-using-Variational-Autoencoder

Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 42 - Forks: 9

ycq091044/ContraWR

JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 4

Amir-Hofo/EEGNet

This code implements the EEG Net deep learning model using PyTorch. The EEG Net model is based on the research paper titled "EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces".

Language: Jupyter Notebook - Size: 337 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 33 - Forks: 1

Nikeshbajaj/spkit

Signal Processing Toolkit, including ML models with visualization

Language: Python - Size: 60.6 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 30 - Forks: 28

Ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

Language: Python - Size: 1.28 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 10

SuperBruceJia/EEG-BayesianCNN

This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.

Language: Python - Size: 204 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 3

BrainDynamicsUSYD/nftsim

C++ library for simulation of multiscale neural field dynamics

Language: C++ - Size: 526 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 23

duanyiqun/DS-DDPM

Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals

Language: Python - Size: 32.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 6

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

comojin1994/DFformer

Towards Domain Free Transformer for Generalized EEG Pre-training

Language: Python - Size: 3.06 MB - Last synced at: about 17 hours ago - Pushed at: about 18 hours ago - Stars: 26 - Forks: 2

soumyajit4419/Emotion-Recognition-from-Psychological-Signals

Detection of human emotions from eeg signals using the amigos dataset

Language: Jupyter Notebook - Size: 784 MB - Last synced at: 23 days ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 4

teanijarv/EEG-pyline

EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.

Language: Jupyter Notebook - Size: 308 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 23 - Forks: 6

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.

Language: Python - Size: 1.78 GB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 23 - Forks: 5

bnicenboim/eeguana

A package for manipulating EEG data in R.

Language: R - Size: 480 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 9

ngebodh/GX_tES_EEG_Physio_Behavior

Supporting code for the GX Dataset

Language: HTML - Size: 31.1 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 22 - Forks: 9

Pi-EEG/EEG-BCI-signal-processing

Real-time EEG BCI signal processing by Python

Language: Python - Size: 62.5 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 6

bruAristimunha/Re-Deep-Convolution-Neural-Network-and-Autoencoders-Based-Unsupervised-Feature-Learning-of-EEG

Language: Jupyter Notebook - Size: 111 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 7

nikk-nikaznan/Subject-Invariant-SSVEP-GAN

Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

Language: Python - Size: 345 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 20 - Forks: 8

MexsonFernandes/EEG-controlled-Robot-using-Neurosky-Mindwave-Mobile2

Mobile Robot controlled using Neurosky Mindwave headset. This repository contains the data collection and robot control scripts developed using C#. Features of the data has been extracted using EMD and HHT formulaes.

Language: C# - Size: 36.7 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 16

hanzopgp/BrainDataAugmentation

Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.

Language: Jupyter Notebook - Size: 175 MB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 1

ysimonson/cleanroom

A tool for visualizing EEG brainwaves from Muse headsets

Language: Python - Size: 945 KB - Last synced at: 9 days ago - Pushed at: almost 6 years ago - Stars: 18 - Forks: 5

alexenge/hu-neuro-pipeline

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

Language: Python - Size: 797 KB - Last synced at: about 3 hours ago - Pushed at: 2 months ago - Stars: 17 - Forks: 4

KonstantinosBarmpas/Advanced-Machine-Learning-Projects

[ETH Zurich] My projects for the module "Advanced Machine Learning" at ETH Zürich (Swiss Federal Institute of Technology in Zurich) during the academic year 2019-2020.

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 12

mauricio-ms/motor-imagery

Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem

Language: Jupyter Notebook - Size: 3.77 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 7

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

gist-ailab/IITNet-official

This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".

Language: Python - Size: 3.48 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 1

Pooria90/EEG-Motor-Imagery-Analysis

The codes that I implemented during my B.Sc. project.

Language: Python - Size: 1.21 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 0

dolphin-in-a-coma/multi-task-cnn-eeg-emotion

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

Language: Jupyter Notebook - Size: 2.95 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 3

emma-holmes/Phase-Coherence-for-Python

Function to calculate consistency of phase at a given frequency across measurements

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 15 - Forks: 7

kevmtan/electroCUDA

Robust electrophysiology tools with GPU acceleration

Language: Cuda - Size: 256 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 14 - Forks: 0

AshrithSagar/EEG-Imagined-speech-recognition

Imagined speech recognition using EEG signals. KaraOne database, FEIS database.

Language: Python - Size: 219 KB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 14 - Forks: 1

neerajwagh/evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

acrophase/Sleep_Staging_KD

Sleep staging from ECG, assisted with EEG

Language: Python - Size: 798 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 2

mvidaldp/Traumschreiber-mobileEEG

Android app for EEG data visualization and recording with the Traumschreiber BLE device

Language: Java - Size: 23.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 4

pktparticle/bciBasedWheelchair

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

JZK00/EEG-DIF

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting

Language: Python - Size: 5.93 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 11 - Forks: 1

roychowdhuryresearch/HFO-Classification

HFO classification

Language: MATLAB - Size: 253 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 2

riggraz/valence-arousal-classification-from-eeg

Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets

Language: Python - Size: 159 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1

chrysatbr/EEG-Emotion-Recognition

emotion recognition through eeg by using HOS method

Language: MATLAB - Size: 213 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3

lcsig/Sleep-Stages-Classification-by-EEG-Signals

MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)

Language: MATLAB - Size: 140 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 0

5a7man/eeg_fConn

Python library to compute functional connectivity measures from EEG

Language: Python - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3

slabua/AugmentedBCIFramework

The UniPA BCI Framework is an Augmented Brain-Computer Interface framework based on the P300 paradigm with further additional modules to perform the acquisition of eye gaze and physiological features.

Language: C++ - Size: 23.8 MB - Last synced at: 18 days ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 2

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

sync2brain/bossdevice-api-matlab

sync2brain's bossdevice RESEARCH Application Programmable Interface (API) for MATLAB

Language: MATLAB - Size: 56 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 9 - Forks: 4

roychowdhuryresearch/HFO_Detector

HFODetector is Python package that that is capable of detecting HFOs with STE / MNI / Hilbert detector. Detection speed is increased by using multiprocessing.

Language: Python - Size: 337 KB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 2

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.

Size: 2.74 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 9 - Forks: 1

Ahmed-Habashy/Dataset-BCI-competition-iv-2b

This is a python code for extracting EEG signals from dataset 2b from competition iv, then it converts the data to spectrogram images to classify them using a CNN classifier.

Language: Python - Size: 17.3 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 0

Nikeshbajaj/phyaat

PhyAAt: Physiology of Auditory Attention - Processing Library

Language: Python - Size: 44.9 KB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 6

KiLJ4EdeN/A-Novel-Geometrical-Method-for-Depression-Diagnosis-Based-on-EEG-Signals

Source codes for the research paper "A Novel Geometrical Method for Depression Diagnosis Based on EEG Signals"

Language: MATLAB - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 3

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.

Language: Python - Size: 19.1 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 6

RandyDeng/SSVEP-BCI-Research

High School SSVEP-BCI Research Project to improve classification accuracy of captured EEG signals

Language: C# - Size: 67.4 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 3

roychowdhuryresearch/pyHFO

STE/MNI HFO detection, classification and visualization

Language: Python - Size: 190 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

zrr1999/eeg-networks-pytorch

Implementation of various simple networks based on PyTorch to classify EEG signals.

Language: Python - Size: 50.8 KB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 8 - Forks: 0

nikk-nikaznan/SCU

Code to accompany our 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) paper entitled - On the classification of SSVEP-based dry-EEG signals via convolutional neural networks.

Language: Python - Size: 1.22 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 1

sam81/BDF.jl

Module to read Biosemi BDF files with the Julia programming language

Language: Julia - Size: 2.11 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 7

lowlighter/brain 📦

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

Language: JavaScript - Size: 36.9 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

comojin1994/proximity-to-boundary-score

A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring

Language: Python - Size: 2.11 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

ThecoderPinar/HMS-BrainActivity-Analysiss

Welcome to the GitHub repo for "HMS - EEG Exploration & Neurocritical Care Journey"! Explore EEG data, understand wave patterns, and delve into conditions like LPDs, GPDs, LRDA, and GRDA.

Language: Jupyter Notebook - Size: 5.66 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

IoBT-VISTEC/EEGANet

EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)

Language: Jupyter Notebook - Size: 120 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

jesus-333/CSP-Python

Python implementation of the CSP algorithm

Language: Python - Size: 94.4 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

cdbharath/oculo-control

EOG signal acquisition, classificaion and control

Language: Python - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 2

Avichaurasia/NeuroIDBench

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

Language: Jupyter Notebook - Size: 62.5 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 1

PTDZ/EEGLAB-FFT

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

Language: MATLAB - Size: 1000 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

pfranjic/EEG-sleep-analysis

Language: Python - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

tongplw/Muse

🎧 Muse - The brain sensing headband plus attention level

Language: Python - Size: 1.18 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

thinknew/EnK

EnK: Encoding time-information in convolution

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

magnumical/MNE_GCN

GCN with MNE input and preprocessing

Language: Python - Size: 195 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

magnumical/multiplepurpose_fastICA

This is an general implementation of ICA!

Language: Python - Size: 1.47 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

pnvamshi/Prediction-of-Emotions-Using-Machine-Learning

Prediction of Emotion using Machine Learning from EEG Signal.

Language: Matlab - Size: 44.5 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 2

nikhilarokkam/EEG-BASED-EPILEPTIC-SEIZURE-PREDICTION-USING-ENSEMBLE-LEARNING

This project focuses on predicting epileptic seizures using EEG signals and ensemble learning techniques. It aims to provide accurate and timely predictions to help individuals with epilepsy manage their condition more effectively.

Language: Python - Size: 6.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 0

PrinceEGY/pymindwave2

A Python package for seamless communication with Neurosky MindWave Mobile 2 headset.

Language: Python - Size: 824 KB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

Armin-Abdollahi/Signal-Processing

It features tutorials on using the EEGLAB toolbox and MNE-Python, guiding users through the basics of EEG data handling, pre-processing, and artifact removal.

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

nicolasigor/Sleep-EEG-Event-Detector

Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes

Language: Python - Size: 423 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1

smlacava/Athena

ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

Language: MATLAB - Size: 51.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 3

mdnunez/encodingN200

Python and JAGS code and data associated with publication, "The latency of a visual evoked potential tracks the onset of decision making" (2019)

Language: Python - Size: 4.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 3

retiutut/OpenBCI-Unity-Pong_DOTS

This project started as a simple creation of the classic Pong game with a DOTS implementation. It has been expanded to allow users to play the game using OpenBCI hardware.

Language: C# - Size: 128 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

abhiramnaik33/NEUROCALM

🧠 NeuroCalm

Language: Jupyter Notebook - Size: 27.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 4 - Forks: 0

KMD2/MobileApp-Emotive.Emotions.Music

An interactive mobile application along with a desktop application and an EEG headset (Emotiv). The mobile application allows the user to view his/her emotion levels at the moment, explore the personalized happiness heatmap, and play music tracks while observing the change in the emotions' levels.

Language: Java - Size: 3.55 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

NirajBagh/ERD-ERS-Brain-Patterns-in-Brain-Computer-Interface

Quantification of ERD/ERS brain patterns in Motor Imagery Based BCI

Language: MATLAB - Size: 2.07 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

berdakh/P3Net

Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces" paper.

Language: Python - Size: 44.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

arsh1599/BTP_Seizure_Pred

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 6

gmalik9/BabyConnectome

maintainance of the code for complex network analysis based modeling of Event Related Potential (ERP) electroencephalography (EEG) data from baby brain, can be applied to other data, including human brain.

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 2

alamkanak/EEG-Correlation

Language: Jupyter Notebook - Size: 486 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

msadeqsirjani/eeg-based-epilepsy-detection

Examining EEG brain signals of people with epilepsy

Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

ajpar94/emotion-classification

Classifying emotions with EEG signals (Project: Physiological Computing)

Language: Jupyter Notebook - Size: 2.35 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

arevish/Brain-wave-detection-system

Project is focused on the detection and extraction of a brain wave signal with the help of analog as well as digital circuitry. Using active electrodes on human scalp, the brain signals were fed into a series of hardware and software stages. Simple conscious movements such as blinking caused a change in the detected waveform. Although the project was not successful in discriminating between different motions or utilizes the signal to control an electrical device, the team was able to successfully separate and display the alpha waves after filtering off all associated unwanted signals.

Size: 6.75 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0