reshalfahsi / eeg-motor-imagery-classificationLinks
EEG Motor Imagery Classification Using CNN, Transformer, and MLP
☆29Updated last month
Alternatives and similar repositories for eeg-motor-imagery-classification
Users that are interested in eeg-motor-imagery-classification are comparing it to the libraries listed below
Sorting:
- code for LMDA☆84Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆76Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆278Updated 5 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
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆17Updated last year
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆181Updated 4 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆26Updated 4 months ago
- EEG-based emotion classification using DEAP dataset☆150Updated 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…☆62Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆139Updated last year
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 4 months ago
- ☆83Updated 4 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆82Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆79Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆45Updated last year
- Preprocesamiento de BCI Competition IV data set 2a