tsy935 / eeg-gnn-sslLinks
☆176Updated 2 years ago
Alternatives and similar repositories for eeg-gnn-ssl
Users that are interested in eeg-gnn-ssl are comparing it to the libraries listed below
Sorting:
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆180Updated 3 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆72Updated last week
- ☆96Updated 11 months ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆63Updated last year
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆55Updated 4 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆156Updated 2 years ago
- ☆66Updated 2 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆50Updated 4 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆140Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆154Updated last year
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆113Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆70Updated last year
- ☆17Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆48Updated 3 years ago
- ☆21Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆119Updated 2 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆85Updated 5 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆68Updated 6 months ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆91Updated 4 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆80Updated 3 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- code for LMDA☆84Updated 2 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆112Updated 2 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆184Updated 5 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆284Updated last month
- 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 4 years ago
- seizure type classification using TUH dataset☆77Updated last month
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago