snailpt / MSCFormerLinks
Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface
☆90Updated last month
Alternatives and similar repositories for MSCFormer
Users that are interested in MSCFormer are comparing it to the libraries listed below
Sorting:
- Residual and bidirectional LSTM for epileptic seizure detection☆76Updated 3 weeks ago
- ☆13Updated 4 months ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆277Updated 3 weeks ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆22Updated 3 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆21Updated last year
- A list of papers for motor imagery using machine learning/deep learning.☆77Updated 4 years ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆55Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆73Updated 10 months 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…☆20Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆262Updated 2 months ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆33Updated last year
- 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☆26Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cle…☆38Updated last year
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆73Updated 3 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆110Updated 4 years ago
- Pytorch implementation of EEGNet.☆46Updated 2 years ago
- 使用的pytorch编写的eegnet代码,方便现在进行调试☆23Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆15Updated last year
- Classification of emotions based on eeg signals using deep learning and algorithms like LSTM and others☆10Updated 4 months ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- ☆20Updated last year
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆19Updated 4 years ago
- code for LMDA☆80Updated last year
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆71Updated 3 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year