snailpt / MSCFormer
Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface
☆56Updated this week
Alternatives and similar repositories for MSCFormer:
Users that are interested in MSCFormer are comparing it to the libraries listed below
- Residual and bidirectional LSTM for epileptic seizure detection☆49Updated 2 weeks ago
- ☆11Updated 3 months ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆256Updated this week
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆21Updated 3 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆20Updated 10 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆76Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆251Updated 3 weeks ago
- This is just a simple code of how to process EEG data when I learn motor imagination, just for reference.At the same time, it also contai…☆15Updated 5 months ago
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆20Updated last year
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated last year
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆69Updated 8 months ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆109Updated 4 years ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆52Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years 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☆25Updated 2 years ago
- 使用的pytorch编写的eegnet代码,方便现在进行调试☆22Updated last year
- ☆80Updated 3 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 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
- code for LMDA☆79Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆125Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆32Updated last year
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆18Updated 4 years ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆541Updated 8 months ago
- remote sensing image denoising based on wavelet method☆16Updated 9 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆73Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆114Updated last year