andersxa / CSLP-AELinks
A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework
☆13Updated 6 months ago
Alternatives and similar repositories for CSLP-AE
Users that are interested in CSLP-AE are comparing it to the libraries listed below
Sorting:
- ☆62Updated last year
- ☆15Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated 10 months ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated last month
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆61Updated 3 months ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆51Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆11Updated 2 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆15Updated 3 years ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆127Updated last year
- Conditional EEG diffusion model☆13Updated last year
- ☆11Updated last year
- Python codes for applying OTDA in MI-BCI☆10Updated 5 months ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆21Updated 3 years ago
- An open source tool for large-scale EEG datasets processing☆41Updated 2 weeks ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆26Updated 2 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
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆48Updated 2 years ago
- ☆12Updated last year
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆87Updated this week
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆48Updated last week
- ☆39Updated 3 weeks ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆16Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆47Updated 2 weeks ago
- IEEE Transactions on Affective Computing, 2022☆25Updated last year
- ☆20Updated 10 months ago
- ☆9Updated last year
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆20Updated last year
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Updated 2 years ago