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
☆25Updated 4 years ago
Alternatives and similar repositories for emotions
Users that are interested in emotions are comparing it to the libraries listed below
Sorting:
- Generate statistical features from Electroencephalographic data☆95Updated 3 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆278Updated 3 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆267Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆234Updated 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 5 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆74Updated 2 years ago
- Material for Pybrain 2020 MNE-Python workshop☆143Updated 5 years ago
- Python interface to the Lab Streaming Layer☆71Updated 7 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆166Updated this week
- Python 3x server to deliver neural EEG data to browser and generic clients via TCP stream.☆150Updated 2 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆163Updated 5 years ago
- Realtime emotion recognition from EEG data.☆165Updated 7 years ago
- MATLAB Toolbox for Brain-Computer Interface Research☆222Updated 4 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.☆219Updated 8 years ago
- Python Brain-Computer Interface Software☆138Updated last month
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆347Updated 6 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆150Updated 4 months ago
- Python bindings (pylsl) for liblsl☆179Updated last month
- EEG Experiments in Python☆529Updated last week
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95Updated 7 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆143Updated last year
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆40Updated last year
- Some tutorials for students of neuroscience☆118Updated 8 months ago
- Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse☆193Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆67Updated 5 years ago
- Automatic EEG IC classification plugin for EEGLAB☆68Updated last week
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆49Updated 4 years ago