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GitHub topics: eeg-analysis

remnrem/luna-base

Luna software for sleep EEG analysis (base)

Language: C - Size: 17.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 22 - Forks: 3

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: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 1

vferat/pycrostates

Language: Python - Size: 9.83 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 39 - Forks: 12

brainflow-dev/brainflow

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

Language: C++ - Size: 159 MB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 1,439 - Forks: 348

kevmtan/electroCUDA

Robust electrophysiology tools with GPU acceleration

Language: Cuda - Size: 256 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 18 - Forks: 1

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".

Size: 1.95 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

bnicenboim/eeguana

A package for manipulating EEG data in R.

Language: R - Size: 480 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 24 - Forks: 9

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.

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 4 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 0

mekitoci/healer

中原大學資管系畢業專題競賽 第一名作品

Language: HTML - Size: 7.26 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

jesusjmma/prediccion-de-decisiones

Proyecto de investigación sobre el libre albedrío: análisis de datos EEG previos a decisiones binarias mediante Deep Learning. Identificación de patrones cerebrales y modelado matemático del mejor algoritmo para predecir elecciones ante estímulos visuales.

Language: Python - Size: 229 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

Niloy333/Wearanize_plus

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

Language: Python - Size: 66.4 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 3 - Forks: 0

ngebodh/GX_tES_EEG_Physio_Behavior

Supporting code for the GX Dataset

Language: HTML - Size: 31.1 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 23 - Forks: 10

NirLab-TAU/sleepeegpy

Language: Jupyter Notebook - Size: 166 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 10

raphaelvallat/yasa

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

Language: Python - Size: 169 MB - Last synced at: 29 days ago - Pushed at: 3 months ago - Stars: 473 - Forks: 118

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 1 month ago - Pushed at: 4 months ago - Stars: 18 - Forks: 4

Eduardo-J-Morales/NeuroFlow-AI

This web app uses an AI model trained with TensorFlow.js to guess if a (fake) person would be "focused" or "distracted" based on simulated brain waves (alpha/beta/gamma) generated every second.

Language: JavaScript - Size: 89.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

leoflur/EEG_ERP_Aperiodic_Analysis

Reanalysis of Gyurkovics et al.'s “Stimulus-Induced Changes in 1/f-like EEG Activity” using a new EEG dataset in Python, aiming to replicate key ERP and aperiodic signal findings.

Language: Jupyter Notebook - Size: 241 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

snailpt/CTNet

CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification

Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 269 - Forks: 4

nabilalibou/connectivity_segmentation

Track and segment the dynamics of brain connectivity networks

Language: Python - Size: 722 KB - Last synced at: 26 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

akibzaman/SleepBoost

A Multi-Level Tree-based Ensemble Model for Automatic Sleep Stage Classification

Language: Python - Size: 232 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 3

nabilalibou/online_bci_mi

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

Language: Python - Size: 11.7 MB - Last synced at: 26 days ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

carpentries-incubator/SDC-BIDS-EEG-EEGLAB

Working with EEGLAB and BIDS-EEG

Size: 18.4 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 5 - Forks: 3

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.

Language: MATLAB - Size: 61.6 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

guangyizhangbci/EEG_Riemannian

IEEE Transactions on Emerging Topics in Computational Intelligence

Language: Python - Size: 1.56 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 67 - Forks: 12

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: 17 days ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 10

phseidl/jku-ml-seminar

Seminar Project and Master Thesis at IML

Language: Jupyter Notebook - Size: 149 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 1

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: 14 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

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: about 1 month ago - Pushed at: about 1 year ago - Stars: 220 - Forks: 48

maxkayser/ectmetrics

A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy

Language: Python - Size: 2.05 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

abhiramnaik33/NEUROCALM

🧠 NeuroCalm

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

comojin1994/DFformer

Towards Domain Free Transformer for Generalized EEG Pre-training

Language: Python - Size: 3.06 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 26 - Forks: 2

dreamento/dreamento

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

Language: Python - Size: 429 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 96 - Forks: 10

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: 2 months ago - Pushed at: 2 months ago - Stars: 30 - Forks: 0

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。

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 35 - Forks: 7

raphaelvallat/entropy

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

Language: Python - Size: 3.53 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 158 - Forks: 47

elbolt/neuroscales

Repository with neurophysiological and statistical pipelines for auditory cognitive neuroscience research article in preparation.

Language: Python - Size: 209 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

bigsasi/arousals-detection

Language: MATLAB - Size: 45.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 5

amklb/ML-neuroscience-class

Language: Jupyter Notebook - Size: 135 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

HasibAlTahsin/HasibAlTahsin09

EEG Signal Analysis: A Comprehensive Review and Comparative Study

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

rlhinrichs/deepsleepai

🧠 DeepSleepAI – EEG Signal Automated Classification

Size: 13.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 4 months ago - Stars: 23 - Forks: 6

earthat/Depression-Detection-Project-Code-Moduless

Depression Detection by Advanced Graph Deep Learning

Language: Jupyter Notebook - Size: 4.65 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

alinvdu/neural-art

Generate neural art images similar to MidJourney directly from your brain data. Compatible with Emotiv Epoch X (14 channels). Open sourced fine-tuned diffusion model and EEG encoder-decoder.

Language: Jupyter Notebook - Size: 139 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 1

CogNetLab/CogNetLab1.github.io Fork of andrewbanchich/forty-jekyll-theme

Mo's Lab Website

Size: 2.41 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

stefanches7/DeepVisual

Reconstruct visual stimuli from EEG data using Deep Learning

Language: Julia - Size: 358 KB - Last synced at: 6 days ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 2

Ildaron/3.eeg_recognation

Machine learning for Anonymous detection of an alcoholic by EEG signals

Language: Python - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 30 - Forks: 10

habibkhan099/EEG-Signal-Enhancement-and-EMG-Noise-Reduction

EEG Signal Processing & Enhancement tool using Tkinter GUI. It performs bandpass filtering, EMG noise reduction via Wavelet Transform, and Savitzky-Golay smoothing. Supports EDF file input/output, visualization, and SNR calculation. Processed signals can be saved in EDF format. See README.md for details.

Language: Python - Size: 139 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ZaZi2002/Biomedical-Signal-Image-Processing-Lab

Biomedical Signal & Image Processing Lab Projects.

Language: MATLAB - Size: 52.2 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

amjabb/eegMindReader

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

Language: C - Size: 33 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 3

AidasBat/Specparam-for-EEG

Adapting the specparam (previously fooof) package for EEG data analysis. A workflow to use Python for a Matlab file with EEG power data. 2023

Language: Python - Size: 654 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

AidasBat/Biodata-analysis

Biodata analysis exercises which were completed during Vilnius university course 2022 #python

Language: Python - Size: 101 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

rohansrinivasan/brain-waves-emotions

Part of our Biomedical Engineering course project work. Emotional response was recorded via EEG helmet, divided in three categories of negative, neutral and positive and trained on a deep learning model.

Language: Python - Size: 11.6 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

KernelGhost/BrainwaveDetectionUtility

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

Language: Java - Size: 2.2 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2

reyhanhosavci/Signal-Processing-Projects

Signal processing - includes different projects

Language: MATLAB - Size: 1.63 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1

phflot/variational_aligner

Toolbox for fast, variational 1D alignment

Language: MATLAB - Size: 6.82 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

5a7man/eeg_fConn

Python library to compute functional connectivity measures from EEG

Language: Python - Size: 20.5 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 3

yaswhar/eeg-Olfactory-Biomarker

Course Project - Finished.

Language: MATLAB - Size: 85.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

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: 8 months ago - Stars: 106 - Forks: 27

alamkanak/EEG-Correlation

Language: Jupyter Notebook - Size: 486 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

NorhanAbdelhafez/NeuroPhone-RealTime-BrainMobilePhone-Interface

A research project that explores the potential of DL models in detecting ERP (p300) in EEG signals. From EDA to modeling, we developed an end-to-end training and evaluation workflow that achieved an accuracy of 98% on the EPFL dataset. We utilized the achieved results in building a Neurophone and using the famous EMOTIV headset for EEG measurement.

Language: Jupyter Notebook - Size: 224 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 5

carpentries-incubator/SDC-EEGLAB

Processing data with EEGLAB

Language: HTML - Size: 51.3 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2

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: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AlessioZanga/PyEEGLab 📦

Analyze and manipulate EEG data using PyEEGLab.

Language: Python - Size: 1.04 GB - Last synced at: about 6 hours ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 23

danielathome19/Pianoid-EEG-NN

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

Language: Python - Size: 4.11 GB - Last synced at: about 12 hours ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

DasunThathsara/EEG-annotation-tool-frontend

EEG annotation tool for MNIST data set

Language: TypeScript - Size: 42 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Schrausser/ERD_maps_2001

ERD maps low vs. high IQ.

Language: HTML - Size: 59.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

DouweHorsthuis/EEG-quality-analysis

EEG quality analysis pipeline

Language: MATLAB - Size: 8.19 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

roychowdhuryresearch/pyHFO

STE/MNI HFO detection, classification and visualization

Language: Python - Size: 190 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 1

nabilalibou/EEG_kaggle_sandbox

Exploring Brain Signal Processing Pipelines for Kaggle Challenges

Language: Python - Size: 249 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

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: 7 months ago - Pushed at: 7 months ago - Stars: 7 - Forks: 0

DouweHorsthuis/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: MATLAB - Size: 10.5 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 4

hamidm317/EEG_ProcessingTools

This repository is a set of tools that I use in my thesis, the main focus is processing EEG data, but some functions is expandable to other time series and signal processing fields.

Language: Python - Size: 463 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

inventwithdean/occipital_alpha

Occipital Alpha: Eyes Open vs Closed

Language: Python - Size: 1.92 MB - Last synced at: 23 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

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: 5 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1

prash030/signal_processing_projects

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

Language: MATLAB - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

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

Language: Jupyter Notebook - Size: 36.9 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

patrk/pyPTE

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

Language: Python - Size: 188 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 22 - Forks: 8

yqiaorong/sleep-study

Sleep has positive effects on memory consolidation, a critical process for learning and cognitive function. By analyzing changes in both lower and higher-level visual representations of episodic memories before and after sleep, we aim to understand how sleep affects the retention and modification of visual and semantic information.

Language: Python - Size: 1.56 GB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

AlexCoroiu/performance-EEG-analysis

testing the performance of EEG data analysis methods under varying simulated parameters

Language: Python - Size: 1.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 742 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

Nikeshbajaj/phyaat

PhyAAt: Physiology of Auditory Attention - Processing Library

Language: Python - Size: 44.9 KB - Last synced at: about 10 hours ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 6

elbolt/subCortex-speech

Preprocessing and encoding analysis pipelines associated with published neuroscientific research paper.

Language: Python - Size: 414 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

elbolt/acuLin-speech

Preprocessing and Boosting pipelines associated with neuroscientific research paper in revision.

Language: Python - Size: 970 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SUGAM2001/Feature-Selection-Techniques-in-EEG

Feature selection methods for EEG data analysis.

Language: Python - Size: 14.6 KB - Last synced at: 10 months ago - Pushed at: 10 months 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: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

weiglszonja/meeg-tools

EEG/MEG data preprocessing and analyses framework

Language: Jupyter Notebook - Size: 120 MB - Last synced at: 21 days ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 5

Aliarcher/Medical-Analysis

This repository contains Medical Analysis projects

Language: Jupyter Notebook - Size: 246 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 2

NFBaeza/Metodos-de-promediacion-EEG

Corresponden a los distintos códigos utilizados para el análisis de distintos métodos de promediación de registros EEG correspondiente a una Tarea de bioingeniería de la USM. Todos los códigos fueron implementados en MATLAB

Language: MATLAB - Size: 11.7 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

mimuc/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 Notebook - Size: 2.41 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

Filipe007/Medication_optPD

Sample entropy (SamplEn) in EEG data for Parkinson’s disease (PD)

Language: MATLAB - Size: 654 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ravikiranrao/PD-EEG

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

Language: Jupyter Notebook - Size: 83.9 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 5

Alevita23/Elaborazione-segnale-EEG

Questo codice prende i valori di diversi EEG provenienti da una tabella di un file cvs, ne fa la trasformata di Fourier e ne fa vedere i grafici evidenziando i diversi ritmi celebrali.

Language: MATLAB - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

makcymal/apnea-analysis Fork of asgard125/Apnea-analysis

ML model for the diagnosis of apnea based on EEG analysis

Language: Vue - Size: 420 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jesus-333/FBCSP-Python

Python implemementation of the FBCSP algorithm

Language: Python - Size: 166 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 6

kpdas95/EEG_Rhythm_Separation

EEG rhythm separation based on multivariate iterative filtering.

Language: MATLAB - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Rkpani05/NeuroLinkAi-Deep_Learning_Driven_Neuroprosthetic_Control_Interface

NeuroLinkAI is a cutting-edge Brain-Computer Interface that uses LSTM networks to decode EEG signals, enabling individuals with mobility impairments to control neuroprosthetic devices, enhancing their independence and quality of life.

Language: Jupyter Notebook - Size: 80.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

manishthilagar/Electroencephalogram

Language: Jupyter Notebook - Size: 35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

andrasfuchs/EDFbrowser Fork of RTMilliken/EDFbrowser

A free, open-source, multi-platform, universal toolbox intended for timeseries storage files like EEG, EMG, ECG, bio-impedance.

Language: C++ - Size: 1.76 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

Ri7Sh/CognitiveLoad

Language: Jupyter Notebook - Size: 94.7 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Machine-Learning-Foundations/day_13_exercise_brain_decode

Exercise on convolutional neural networks about how use them to decode brain waves.

Language: Python - Size: 118 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

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eeg-analysis 232 eeg 124 eeg-signals 65 eeg-classification 47 python 42 eeg-signals-processing 39 eeg-data 34 machine-learning 33 neuroscience 29 signal-processing 26 matlab 26 deep-learning 25 mne-python 19 bci 18 brain-computer-interface 18 eeglab 17 sleep-analysis 8 sleep-research 8 neuroimaging 8 cognitive-neuroscience 7 data-analysis 7 electroencephalography 7 functional-connectivity 6 convolutional-neural-networks 6 r 6 pytorch 6 motor-imagery-classification 6 eeg-preprocessing 6 brainwave 6 neural-networks 5 analysis 5 cognitive-science 5 psychology 5 eeg-headset 5 spectral-analysis 5 python3 5 eeglab-toolbox 5 biosignals 5 sleep 5 statistics 4 sleep-eeg 4 preprocessing 4 ica 4 biomedical-data-science 4 openbci 4 muse 4 motor-imagery 4 ecg 4 ecg-signal 4 fooof 3 arduino-uno 3 neurosky 3 ecg-filtering 3 time-frequency-analysis 3 computational-neuroscience 3 neural-network 3 sleep-spindles 3 fft 3 fourier-transform 3 eeg-dataset 3 event-related-potentials 3 erp 3 bayesian-inference 3 data-visualization 3 edf-files 3 speech 3 cortex 3 cnn 3 brain 3 tensorflow 3 sleep-stage-classification 3 feature-extraction 3 neuroscience-methods 3 p300 3 brainwaves 3 time-series 3 eeg-pipeline 3 visualization 3 emg-signal 3 pipeline 3 classification 3 dataset 3 jupyter-notebook 3 artificial-intelligence 3 brain-imaging 3 arduino 3 ml 2 human-computer-interaction 2 motor-imagery-eeg 2 deeplearning 2 english 2 emotion-recognition 2 transfer-learning 2 experimental-paradigm 2 entropy 2 phase-locking-value 2 brain-connectivity 2 reproducibility 2 unity 2 lesson 2