SheepTAO / dpeeg
Deep Learning with EEG.
☆15Updated 4 months ago
Alternatives and similar repositories for dpeeg:
Users that are interested in dpeeg are comparing it to the libraries listed below
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆23Updated 6 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆13Updated 2 years ago
- ☆35Updated last month
- Matlab code for SBLEST algorithm☆41Updated last year
- ☆32Updated 9 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆64Updated 2 weeks ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last year
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆15Updated 7 months ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆36Updated last year
- [Sensors 2024] Mental State Recognition by Analyzing Multimodal EEG-fNIRS via CNN☆19Updated 9 months ago
- code for LMDA☆77Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆43Updated 5 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆42Updated 2 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆12Updated 6 months ago
- ☆12Updated 2 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆8Updated 4 years ago
- ☆22Updated last year
- ☆22Updated 4 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆15Updated 8 months ago
- ☆59Updated last year
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆14Updated last year
- ☆9Updated 3 years ago
- ☆22Updated 3 months ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆48Updated 3 years ago
- ☆13Updated last year
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- ☆78Updated 4 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆21Updated 2 years ago
- DDGCNN for ssvep☆14Updated last year
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 3 years ago