zerozzl / eeg_emotion_recognitionLinks
脑电情绪识别
☆12Updated 2 years ago
Alternatives and similar repositories for eeg_emotion_recognition
Users that are interested in eeg_emotion_recognition are comparing it to the libraries listed below
Sorting:
- 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…☆59Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆40Updated 6 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆77Updated 3 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆112Updated 4 years ago
- Feature selection for DEAP data☆8Updated 3 years ago
- EEG Emotion classification using the DEAP pre-processed data☆153Updated 6 years ago
- 硕士期间课题研究记录☆17Updated 2 years ago
- Emotion Recogniton LSTM RNN Arousal Valence☆55Updated 2 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- Emotion recognition base on EEG.☆17Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- EEG-based emotion classification using DEAP dataset☆148Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆89Updated 7 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆123Updated 4 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆11Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆76Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆68Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆35Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 2 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆133Updated 4 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆75Updated last year
- ☆36Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆83Updated 3 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 7 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆31Updated 2 years ago