yi-ding-cs / EEG-Deformer
[IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)
☆54Updated 2 months ago
Alternatives and similar repositories for EEG-Deformer:
Users that are interested in EEG-Deformer are comparing it to the libraries listed below
- code for LMDA☆71Updated last year
- ☆36Updated 4 years ago
- ☆57Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆40Updated 3 months ago
- ☆30Updated 8 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆61Updated 2 months ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆35Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆25Updated last year
- The codes that I implemented during my B.Sc. project.☆22Updated 3 years ago
- ☆69Updated 3 months ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆66Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆50Updated 9 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆101Updated last year
- ☆32Updated last year
- SOTA methods for performing emotion classification using Transformers.☆21Updated 2 years ago
- ☆19Updated 2 months ago
- ☆25Updated 2 years ago
- A toolbox for EEG signals processing. Welcome to join and build!☆11Updated 2 years ago
- Matlab code for SBLEST algorithm☆40Updated 11 months ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆20Updated 5 months ago
- This is a community implementation of EEG-ConvTransformer☆18Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆26Updated 4 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- ☆14Updated last year
- ☆20Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- ☆76Updated 3 years ago
- ☆13Updated last year
- ☆30Updated this week