Mithunjha / EarEEG_KnowledgeDistillationLinks
Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"
☆13Updated 2 years ago
Alternatives and similar repositories for EarEEG_KnowledgeDistillation
Users that are interested in EarEEG_KnowledgeDistillation are comparing it to the libraries listed below
Sorting:
- ☆12Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆20Updated last year
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- ☆16Updated 6 months ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆52Updated 4 years ago
- ☆20Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated 3 weeks ago
- 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
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆15Updated 3 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
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Updated 2 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆26Updated 3 months ago
- ☆31Updated 3 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
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆60Updated last year
- ☆38Updated 4 years ago
- ☆17Updated 3 years ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆57Updated 2 months ago
- Emotion Recognition Transformer Network Based EEG Signals.☆19Updated last year
- ☆36Updated last year
- ☆17Updated 3 months ago
- ☆16Updated 2 years ago
- This is a community implementation of EEG-ConvTransformer☆16Updated 2 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆15Updated 2 years ago