Currently working on analysis of EEG (Electroencephalography) signals on the emotion recognition and sleep stage classification problems. This package/file is a summary/gathering of the most frequently used packages, functions and papers of EEG analysis in Python.
☆16Oct 20, 2017Updated 8 years ago
Alternatives and similar repositories for Python-for-EEG-analysis
Users that are interested in Python-for-EEG-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The papers on EEG emotion recognition☆14Nov 20, 2021Updated 4 years ago
- A collection of trends about transfer learning☆17Nov 6, 2020Updated 5 years ago
- Emotion recognition using DEAP dataset，GSR。☆40Nov 24, 2018Updated 7 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆91Aug 3, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- LSTM-based neural network system to predict EEG signals☆29Jan 9, 2019Updated 7 years ago
- Detection of human emotions from eeg signals using the amigos dataset☆28Jul 15, 2021Updated 4 years ago
- empatica-e4-client is a node.js module, which can communicate with Empatica BLE Server to fetch the sensor stream data from the EmpaticaE…☆11Jun 4, 2018Updated 8 years ago
- Feature selection via dependence maximization for EEG based emotion classification.☆52Nov 23, 2014Updated 11 years ago
- Realtime emotion recognition from EEG data.☆177Oct 24, 2018Updated 7 years ago
- It's a tensorflow implemention for EEGNet☆17Jun 29, 2018Updated 8 years ago
- emotion recognition through eeg by using HOS method☆10Dec 29, 2021Updated 4 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆48Oct 25, 2019Updated 6 years ago
- source code for MvBLS paper☆11Dec 7, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆96May 23, 2018Updated 8 years ago
- Detect different stages epilepsy from EEG signals using Wavelet Transform and Random Forest Algorithm☆16Jan 23, 2018Updated 8 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆24Dec 14, 2024Updated last year
- EEG physics models and adversarily trained RNNs for improved signal processing, data augmentation, and manifold generation.☆14May 19, 2020Updated 6 years ago
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- ☆17Jan 15, 2020Updated 6 years ago
- ☆15Jun 20, 2019Updated 7 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Classification of 12-lead ECGs: the PhysioNet - Computing in Cardiology Challenge 2020☆12Feb 23, 2024Updated 2 years ago
- Data science project☆18Aug 16, 2020Updated 5 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 3 years ago
- Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models☆13Dec 10, 2023Updated 2 years ago
- Flutter Eğitim Alıştırmaları☆17May 3, 2020Updated 6 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- Bacheor Thesis Code for epileptic seizure detection. Used the CHB-MIT dataset.☆11Jul 18, 2019Updated 6 years ago
- Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing …☆15Jun 5, 2018Updated 8 years ago
- Pytorch implementation of EEGNet.☆55Oct 27, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Android Login Screen in Kotlin☆18Nov 6, 2019Updated 6 years ago
- Image Captioning Model Implemented in PyTorch using CNN followed by LSTM☆13Apr 5, 2018Updated 8 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- NEURAL: a neonatal EEG feature set in Matlab☆41Nov 25, 2020Updated 5 years ago
- DynaProp is an efficient RGB-D SLAM system for dynamic environments☆16Dec 5, 2022Updated 3 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago