andersxa / CSLP-AE
A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for CSLP-AE
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆35Updated 9 months ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆44Updated last year
- IEEE Transactions on Affective Computing, 2022☆24Updated 11 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆12Updated 4 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆29Updated 6 months ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆12Updated 2 years ago
- ACM MM 2023☆32Updated 3 weeks ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆23Updated 10 months ago
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆21Updated 2 years ago
- ☆35Updated 3 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆87Updated 11 months ago
- A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BCI)☆36Updated 5 months ago
- ☆26Updated 2 months ago
- ☆55Updated last year
- ☆11Updated 8 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆22Updated 10 months ago
- ☆42Updated last week
- ☆13Updated this week
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆43Updated last year
- ☆31Updated 9 months ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆36Updated this week
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆86Updated last year
- ☆27Updated 5 months ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆40Updated last year
- ☆11Updated 11 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆35Updated last year
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆38Updated 3 years ago
- ☆20Updated last year
- This is a community implementation of EEG-ConvTransformer☆17Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆26Updated 6 months ago