andersxa / CSLP-AELinks
A novel contrastive split-latent permutation autoencoder (CSLP-AE) framework
☆14Updated last year
Alternatives and similar repositories for CSLP-AE
Users that are interested in CSLP-AE are comparing it to the libraries listed below
Sorting:
- ☆68Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆50Updated 2 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆58Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 6 months ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Updated last year
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- ☆40Updated last month
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆76Updated last month
- ☆39Updated 4 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- ☆13Updated last year
- [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels☆57Updated last month
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆22Updated 3 years ago
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆29Updated last year
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆164Updated last year
- ☆13Updated last year
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆58Updated 2 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆17Updated 3 years ago
- ☆25Updated last year
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆73Updated last month
- Conditional EEG diffusion model☆15Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 6 months ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆17Updated last year
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- ☆18Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆21Updated 3 years ago
- code for LMDA☆85Updated 2 years ago