maz-13 / emotionsLinks
This program aims to accurately predict the emotional states of a subject while watching various movie scenes, using their EEG readings and a recurrent neural network
☆24Updated 4 years ago
Alternatives and similar repositories for emotions
Users that are interested in emotions are comparing it to the libraries listed below
Sorting:
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆279Updated 2 years ago
- Generate statistical features from Electroencephalographic data☆94Updated 3 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆69Updated 2 years ago
- EEG Experiments in Python☆520Updated 3 weeks ago
- Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse☆190Updated last year
- This repository provides a collection of example codes and tutorials for EEG data analysis using MNE-Python. The scripts are designed to …☆27Updated 4 months ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆229Updated last year
- A framework for real-time brain-machine interface☆52Updated 10 months ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆212Updated 2 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆160Updated 3 weeks ago
- Hands-on tutorial on deep learning for EEG classification.☆83Updated last year
- Material for Pybrain 2020 MNE-Python workshop☆140Updated 4 years ago
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 7 months ago
- Previous version of eeg-notebooks☆187Updated last year
- Python interface to the Lab Streaming Layer☆71Updated 7 years ago
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆263Updated 2 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆218Updated 8 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆136Updated last year
- A Python package for physyological's signals processing☆67Updated last year
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated last year
- Python Brain-Computer Interface Software☆138Updated 3 weeks ago
- Applying Convolutional Neural Networks to EEG signal Analysis☆44Updated 4 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆162Updated 5 years ago
- MATLAB Toolbox for Brain-Computer Interface Research☆221Updated 4 years ago
- Python 3x server to deliver neural EEG data to browser and generic clients via TCP stream.☆149Updated last year
- Deep Learning EEG Playground☆75Updated last year
- Application prepares data to learning process. Including preprocessing, cleaning, reformating, feature extraction using PyEEG library and…☆33Updated 4 years ago