F-Lauria / EEG_classificationLinks
EEG multi-classification task with DL models (CNN, LSTM)
☆9Updated 5 years ago
Alternatives and similar repositories for EEG_classification
Users that are interested in EEG_classification are comparing it to the libraries listed below
Sorting:
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆22Updated 4 years ago
- Feature extraction for EEG signals☆28Updated 5 years ago
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- ☆36Updated 6 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- A CNN + LSTM architecture to predict seizure from EEG data☆46Updated 2 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆11Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆46Updated 5 years ago
- ☆18Updated 4 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆34Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆14Updated 4 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆57Updated 2 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆40Updated 5 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆22Updated 4 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆40Updated 5 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆51Updated 2 years ago
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10Updated 3 years ago
- An EEG dichotomy program file , using CSP and SVM.☆24Updated 5 years ago
- Feature selection for DEAP data☆8Updated 3 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆56Updated 2 years ago
- Anomaly prediction using brain signals with Fourier transformed features and SVM classifier.☆18Updated 2 years ago
- EEG preprocessing methods for classifying person emotions have been widely applied. However, there still remain some parts where determin…☆23Updated 9 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Emotion recognition base on EEG.☆16Updated 2 years ago