aiInBCI / MSDDAEFLinks
Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning
☆22Updated last year
Alternatives and similar repositories for MSDDAEF
Users that are interested in MSDDAEF are comparing it to the libraries listed below
Sorting:
- ☆16Updated 8 months ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆23Updated 3 years ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆302Updated 2 months ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 3 years ago
- Residual and bidirectional LSTM for epileptic seizure detection☆86Updated 2 months ago
- 运动想象分类模型---ATCNet，源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆27Updated 2 years ago
- Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface☆105Updated 2 months ago
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆15Updated 10 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆82Updated 4 years ago
- ☆23Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆278Updated 6 months ago
- code for LMDA☆84Updated 2 years ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆17Updated last year
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆20Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆17Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆24Updated last year
- ☆83Updated 4 years ago
- ☆21Updated 2 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆130Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated 2 months ago
- official implementation of the PR-PL model (arxiv：https://arxiv.org/abs/2202.06509)☆43Updated last year
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆63Updated 2 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Updated 5 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆11Updated 5 months ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆79Updated 3 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆36Updated 2 years ago