rasoulghaznavi / MLSEED
Emotion Recognition using ML methods on the SEED dataset
☆20Updated 5 years ago
Alternatives and similar repositories for MLSEED:
Users that are interested in MLSEED are comparing it to the libraries listed below
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆36Updated 5 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆67Updated 3 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…☆46Updated 2 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆30Updated last year
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆56Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆107Updated 4 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆45Updated 5 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆39Updated 4 years ago
- Pytorch implementation of EEGNet.☆44Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆80Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆138Updated 6 years ago
- ☆18Updated 4 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆77Updated 7 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆52Updated last year
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆37Updated 4 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆51Updated 3 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆65Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆93Updated last year
- Emotion Recogniton LSTM RNN Arousal Valence☆45Updated last year
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- Feature extraction for EEG signals☆28Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆89Updated 2 years ago
- ☆43Updated 5 years ago
- EEG-based emotion classification using DEAP dataset☆128Updated last year
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆74Updated 4 years ago