snailpt / MSCFormerLinks
Multi-Scale Convolutional Transformer Network for Motor Imagery Brain-Computer Interface
☆104Updated 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☆86Updated 2 months ago
- CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification☆296Updated last month
- ☆15Updated 7 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆81Updated 4 years ago
- Pipeline of processing and modelisation for the detection of seizure on EEG data (dataset TUH/TUSZ)☆22Updated 3 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆273Updated 5 months ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆12Updated 4 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☆26Updated 2 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆21Updated last year
- Using CNN-LSTM for emotion recognition based on EEG signals☆11Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆76Updated last year
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆23Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆35Updated 2 years ago
- code for LMDA☆84Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆113Updated 4 years ago
- DDGCNN for ssvep☆15Updated last year
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆79Updated 3 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆19Updated 4 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆68Updated 2 years ago
- ☆37Updated last year
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 3 years ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆608Updated last year
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- Emotion Recognition Transformer Network Based EEG Signals.☆21Updated 2 years ago
- EEG Motor Imagery with Deep Learning☆13Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆26Updated 3 months ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆63Updated 2 weeks ago
- ☆21Updated 2 years ago