anitasusan / Emotion-Recognition-from-eeg-signalsLinks
This repository contains information on emotion recognition from eeg signals using DEAP data set
☆10Updated 4 years ago
Alternatives and similar repositories for Emotion-Recognition-from-eeg-signals
Users that are interested in Emotion-Recognition-from-eeg-signals are comparing it to the libraries listed below
Sorting:
- Code to deploy a CNN to classify emotions using EEG Signals, based off the DEAP Dataset☆12Updated last year
- 脑电情绪识别☆12Updated 2 years ago
- ☆19Updated 5 months ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆31Updated 2 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆11Updated 2 years ago
- Emotion recognition base on EEG.☆17Updated 2 years ago
- ☆12Updated last year
- ☆32Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated 2 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆12Updated 6 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…☆54Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆61Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆40Updated 6 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated last month
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- ☆13Updated 2 years ago
- ☆31Updated 5 months ago
- 硕士期间课题研究记录☆17Updated 2 years ago
- ☆22Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆22Updated 2 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆67Updated 4 months ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆77Updated 3 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆35Updated 2 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Updated 2 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆79Updated 3 years ago
- ☆25Updated 8 months ago
- Emotion Recognition Transformer Network Based EEG Signals.☆21Updated 2 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 4 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Updated 4 years ago