shashi9170/EEG-Classification

EEG Classification

Size: 5.71 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

sync2brain/bossdevice-api-matlab

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

Language: MATLAB - Size: 56.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 5

pieeg-club/ironbci

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

Language: Python - Size: 33 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 555 - Forks: 51

stuartfogel/Period-Amplitude-Analysis

Period Amplitude Analysis (PAA) for slow wave detection using eeglab

Language: MATLAB - Size: 217 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stuartfogel/detect_spindles

Method for detecting sleep spindles using EEGlab functions and datasets

Language: MATLAB - Size: 31.1 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 8 - Forks: 1

sccn/eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

Language: MATLAB - Size: 89.3 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 706 - Forks: 261

kevmtan/electroCUDA

Robust electrophysiology tools with GPU acceleration

Language: Cuda - Size: 256 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 19 - Forks: 1

stuartfogel/CountingSheepPSG

EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.

Language: MATLAB - Size: 91.5 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 17 - Forks: 4

michaloblastni/targeted-individual-simulator

You will wear a cheap BCI device and start doing things as usual. This simulator will play you, in your earphones, rule-based insults, threats, and disinformation depending on your neural activity. It should be as accurate as possible. The goal is to make you feel like targeted, so you can suggest new artifacts to solve it.

Size: 263 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

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: 22 days ago - Pushed at: about 2 months ago - Stars: 912 - Forks: 91

Schrausser/ERD_maps_2001

ERD maps low vs. high IQ.

Language: HTML - Size: 59.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

samin-naji/Computational-Neuroscience

These are my exercises and projects for the computational neuroscience course.

Language: Jupyter Notebook - Size: 284 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

Rishi8520/S.H.R.A.V.Y.A

Advanced brain-computer interface system for real-time EEG-based cognitive monitoring. Features ADS1263 precision ADC, μT-Kernel RTOS, neural network classification, haptic feedback, and N8N integration for cognitive wellness applications.

Language: C - Size: 175 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

wwhenxuan/PySDKit

A Python library for signal decomposition algorithms

Language: Python - Size: 26.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 168 - Forks: 24

Baizhige/EEGUnity

An open source tool for large-scale EEG datasets processing

Language: Python - Size: 4.98 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 49 - Forks: 4

digital-cinema-arts/Muse-Analysis-Tools

A set of tools to analyze and create charts from Muse EEG devices.

Language: Python - Size: 64.3 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 10

vrcarva/vmdpy 📦

Variational mode decomposition (VMD) in Python

Language: Python - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 395 - Forks: 71

tayal-sarthak/SeizureSeeker

Seizure Seeker is a browser based tool that processes EEG recordings in EDF or CSV format to identify periods of elevated neural activity. It applies overlapping one second windows and robust statistics to establish a quiet baseline then detects and merges significant events above a chosen threshold.

Language: HTML - Size: 545 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

ChiShengChen/QuantumEEGNet

The official repository implement of QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding (IEEE SiPS2024)).

Language: Python - Size: 115 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 3

chetanrakshe2510/MultiParadigm-EEG-Biometrics

Official code for the paper: Multi-Paradigm Fusion for Task-Independent EEG-based Biometric Authentication

Language: Python - Size: 238 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

SuperBruceJia/EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Language: Python - Size: 672 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1,071 - Forks: 234

craddm/eegUtils

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

Language: R - Size: 164 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 109 - Forks: 27

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: 3 months ago - Pushed at: 9 months ago - Stars: 28 - Forks: 11

kalpthakkar/AURA-EEG-based-BCI

AURA is an ML-driven advanced EEG-based Brain-Computer Interface leveraging ESP32, ADS1299, and ML for real-time mental-state mapping and early disease prediction. Achieving 93% accuracy, it pioneers assistive tech for non-verbal communication and IoT integration.

Language: C++ - Size: 4.82 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Lancelot14463/COGS_189_Brain_Computer_Interfaces

COGS_189_Brain_Computer_Interfaces 🧠 Jupyter notebook for EEG P300 BCI: EDF import, filtering, epoching, midline ERP (Fz,Cz,Pz), and feature extraction for BigP3B.

Language: Jupyter Notebook - Size: 154 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

vrcarva/ewtpy

Empirical wavelet transform (EWT) in Python

Language: Python - Size: 89.8 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 91 - Forks: 21

andymgibson/COGS_189_Brain_Computer_Interfaces

This repository hosts a Jupyter notebook for loading, preprocessing, and analyzing the BigP3BCI dataset, focusing on P300 oddball event‑related potentials (ERPs) in an EEG brain–computer interface (BCI) paradigm.

Language: Jupyter Notebook - Size: 153 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Kanishk1420/EEG-Signal-Processing

This project implements a real-time EEG (Electroencephalogram) signal processing and visualization system with epileptic seizure detection capabilities. The system combines machine learning for seizure detection with an interactive web interface for real-time signal monitoring and analysis.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

atiilla/brain-computer-interface

A Python-based Brain-Computer Interface (BCI) project that uses the MindWave EEG headset to create interactive applications controlled by brainwave signals. This project demonstrates real-time processing of attention, meditation, and various EEG frequency bands to control games and visualize brain activity.

Language: Python - Size: 1.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Raghav714/EEG-Emotion-classification

Language: Python - Size: 3.88 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 108 - Forks: 36

alexenge/hu-neuro-pipeline

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

Language: Python - Size: 810 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 19 - Forks: 4

NeuroCognitiveImagingLab/BIDS

Template for new EEG studies in NCIL, using BIDS-compliant structure and scripts to import data.

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

niloufarnb/EEG-stress-detection

MATLAB pipeline—averages Alpha/Beta/Theta powers from Kaggle EEG-S data, builds a 100-tree Random Forest to classify stress vs relaxed,

Language: MATLAB - Size: 68.4 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

maxkayser/ECTMetrics

A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy

Language: Python - Size: 2.35 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

Mohammed2372/EEG-Motor-Imagery-Pacman

EEG Signals Motor Imagery Game - pacman

Language: Jupyter Notebook - Size: 118 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

michaloblastni/insultdetector

Python QT application that lets targeted individuals record their EEG data from a BCI device such as Muse2, label communication start/end in their EEG stream, train an AI model from labeled data, and then run a real-time detection of such communication from their EEG stream.

Language: Python - Size: 35.2 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

kirstenstark/eeg-ride

Separating EEG data into stimulus- and response-related components using Residue Iteration Decomposition (RIDE)

Language: MATLAB - Size: 405 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

JustA3DObject/Neural-Networks

Repository for Deep Learning and Computer Vision

Language: Python - Size: 3.6 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

nabilalibou/SleepChecker

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

Language: Python - Size: 29.3 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

AkilanSS/-SOLUTIONS-Analyzing-Neural-Time-Series---MikeXCohen

This repo contains my solution to this amazing signal processing book by MikeXCohen.

Size: 17.7 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

Language: Python - Size: 1.28 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 31 - Forks: 10

abhiramnaik33/NEUROCALM

🧠 NeuroCalm

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

ChiShengChen/MUSE_EEG

The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.

Language: Python - Size: 20.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 30 - Forks: 0

HasibAlTahsin/HasibAlTahsin09

EEG Signal Analysis: A Comprehensive Review and Comparative Study

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rlhinrichs/pyeeg-gpu

〰️ GPU-Accelerated Python Library for Statistical Feature Extraction from EEG Signals

Size: 1.95 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rlhinrichs/deepsleepai

🧠 DeepSleepAI – EEG Signal Automated Classification

Size: 13.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

HosseinAtrsaei/EEG-Signal-Processing

MATLAB analysis of EEG signals: time/frequency domain, brainwave extraction (α, β, δ, θ, γ), and sleep stage detection using real EEG data.

Size: 3.57 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

junjunjd/rustymind

A driver, parser and real time brainwave plotter for NeuroSky MindWave EEG headset

Language: Rust - Size: 776 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 5

SaurabhJalendra/Literature-Exploration-and-Comparison

This repository contains a comprehensive exploration of Brain-Computer Interfaces (BCIs) and deep learning applications in EEG data. It includes a detailed literature review of significant research papers, highlighting methodologies, findings, and trends in the field.

Size: 8.49 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

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: 7 months ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 4

ChiShengChen/PSYCHO_GUNDAM

A pioneering system integrating EEG and deep learning for real-time robotic control. (UACG2024))

Language: Python - Size: 13.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

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: 11 months ago - Pushed at: 11 months ago - Stars: 9 - Forks: 1

VinjamuriLab/P300-LieDetection

This project focuses on leveraging electroencephalography (EEG) data to detect deception through the P300 response.

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

AlessioZanga/PyEEGLab 📦

Analyze and manipulate EEG data using PyEEGLab.

Language: Python - Size: 1.04 GB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 61 - Forks: 23

inventwithdean/occipital_alpha

Occipital Alpha: Eyes Open vs Closed

Language: Python - Size: 1.92 MB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

sisinflab/NeuroSense

A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration

Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

wherrera10/OpenBCI.jl

Julia interface to the WiFi connected OpenBCI EEG hardware.

Language: Julia - Size: 76.2 KB - Last synced at: 8 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

matteocargnelutti/maguire-lab-seizure-detection-webapp 📦

🧠 Maguire Lab's Deep Learning Seizure Detection WebApp.

Language: JavaScript - Size: 17.4 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

GustavoMartinx/Biological-Data-Processing

Projects developed during Biological Data Processing course using Python and electroencephalogram (EEG).

Language: Jupyter Notebook - Size: 5.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Tech-sculpt/NeuroAd

NeuroAd uses EEG data to predict how audiences will engage with advertisements. By analyzing brainwave patterns, it provides insights into ad performance, helping optimize content before launch. This project combines neuroscience with machine learning for a data-driven approach to enhancing ad effectiveness.

Language: HTML - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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).

Language: Jupyter Notebook - Size: 877 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 4

yaxan/EEG-gaming-and-speech

EEG Brain-Computer Interface to play Flappy Bird and use SSVEP to communicate

Language: Python - Size: 5.13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 3

chiarafornari/python-cimec-chiara-fornari

Final project for the "Python for (open) Neuroscience" course (2024).

Language: Python - Size: 17.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

NeuroDiag/PyNoetic

Language: JavaScript - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

exporl/mwf-artifact-removal

MWF-based EEG artifact removal in MATLAB

Language: MATLAB - Size: 12.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 12

shyammarjit/EEG-Emotion-Recognition

EEG-Based Emotion Recognition

Language: Jupyter Notebook - Size: 3.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 9

manishthilagar/Neural-Signal-Processing

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

manishthilagar/Extracting-power-bands-theta-delta-bands-from-the-EEG-signal-using-MNE-and-YASA-Python

Extracting power bands (theta, delta, alpha, beta bands) from the EEG signal using MNE and YASA Python

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 3

peterwhycs/T-BEAR

Detect EEG artifacts, outliers, or anomalies using supervised machine learning.

Language: Python - Size: 180 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 2

sanmevv/eeg-schizophrenia

Enhancing early schizophrenia detection in adolescents through unconventional EEG signal preprocessing methods and advanced deep learning models.

Language: Jupyter Notebook - Size: 5.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

ycq091044/ContraWR

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

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

4890A/muse-ml5js

An application built on muse-js and ml5js. Classifies activities using the brain waves of the muse headband

Language: JavaScript - Size: 4.83 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

cinquemb/LCMVBeamformer

Beamformer Implementation for EEG

Language: C++ - Size: 17.5 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

sajjadkarimi91/motor-imagery-BCI

A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO

Language: MATLAB - Size: 9.86 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

Yujingoto/AnalyzingNeuralTimeSeries_Python_Implimentation

The python codes for the Analyzing Neural Time Series Data, Mike X Cohen (2012) MIT Press

Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

roybka/Multi-taper

Multi-taper wavelet demo

Language: Matlab - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

tomukmatthews/cognitive-neuroscience-ml

Using machine learning on features extracted from EEG data (brain waves) to predict human reaction times.

Language: MATLAB - Size: 1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

mdnunez/artscreenEEG

MATLAB repository to perform basic artifact correction and analysis on electroencephalographic (EEG) data

Language: Matlab - Size: 566 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 3

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: about 2 years ago - Pushed at: over 7 years ago - Stars: 23 - Forks: 5

BIAPT/EEGapp

A MATLAB application to automatize analysis of EEG data

Language: MATLAB - Size: 57 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 19 - Forks: 8

fcbg-meeg-archive/eeg-timeFreqToolbox 📦

[DEPRECATED] EEG Frequency Visualizer - MNE

Language: Python - Size: 2.95 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

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: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

rsomervail/dusk2dawn

A plug-in for the EEG lab toolbox to implement Artifact Subspace Reconstruction cleaning with whole-night sleep EEG

Language: MATLAB - Size: 826 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

rosagross/EEG_vibrotactileCueing

Repository that contains code of the EEG study "Tactile Cueing against Freezing of Gait in Parkinson's Disease" conducted and executed at the University of Osnabrück within the Neurobiopsychology research group. The code includes the experiment code of the EEG study as well as the pre-processing and analysis part.

Language: Python - Size: 2.7 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

maheshkha/Stationary-wavelet-transform-csharp

Stationary Wavelet Transform (SWT) in C# matching with MATLAB SWT Time Invariant

Language: C# - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 2

mnavarretem/wCompass

wCompass: An easy and intuitive toolbox for analysing and displaying EEG data.

Language: MATLAB - Size: 61.1 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

alexenge/hu-neuro-pipeline-workshop

A workshop introducing the hu-neuro-pipeline package for single trial EEG processing

Language: TeX - Size: 48.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

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.

Language: Python - Size: 98.6 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 5

AlbertoPad/Emotions_Recognition_Generator

The main objective of this project is to recognise positive, negative and neutral emotions (CNN). Creating artificial signals using generative adversarial networks (GANs)

Language: Jupyter Notebook - Size: 62.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

AS2910/eeg-processing

This contains a generic EEG processing pipeline inspired by the HAPPE pipeline, in Matlab using EEGLab.

Language: MATLAB - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

shyammarjit/HSFCS

Hybrid Sequential Forward Channel Selection (HSFCS)

Language: Python - Size: 122 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

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: over 2 years ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 6

jaffreyjoy/portunus

🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.

Language: Vue - Size: 5.74 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2

manishthilagar/Estimating-evoked-responses-of-EEG-using-MNE-python

Estimating evoked responses

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

smlacava/Athena

ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

Language: MATLAB - Size: 51.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

Mithunjha/EarEEG_KnowledgeDistillation

Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"

Language: Jupyter Notebook - Size: 174 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

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: over 2 years ago - Pushed at: about 3 years ago - Stars: 77 - Forks: 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

Language: Python - Size: 25.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

ENE/BMA

F12 switch for ACAT, supporting the Neurosky Mindwave Mobile 2. Includes a foundation GUI for assistive sensors on Windows written in wxPython.

Language: Python - Size: 29.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0