tonyckc / EEGDnetLinks
This is the code for EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer
☆16Updated last year
Alternatives and similar repositories for EEGDnet
Users that are interested in EEGDnet are comparing it to the libraries listed below
Sorting:
- the implementation of the ASAD_DenseNet☆29Updated 7 months ago
- ☆38Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 5 months ago
- This is a community implementation of EEG-ConvTransformer☆16Updated 2 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆58Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆71Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆23Updated 4 months ago
- DBPNet model☆45Updated 10 months ago
- ☆19Updated 7 months ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆58Updated last year
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆43Updated 10 months ago
- Score-based diffusion method for surface electromyograpny signal denoising☆21Updated last year
- ☆15Updated last month
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆253Updated 2 years ago
- ☆28Updated 2 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆58Updated 2 years ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆76Updated 3 weeks ago
- ☆23Updated 3 years ago
- ☆25Updated last year
- A fast and lightweight progressive convolution architecture for EEG signal☆39Updated last year
- ☆12Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆13Updated 2 years ago
- ☆20Updated 5 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆47Updated 2 years ago
- PyTorch implementation of EEGDfus☆16Updated 3 weeks ago
- ☆55Updated last year
- ☆39Updated 4 years ago
- ☆28Updated last year
- ☆16Updated 2 years ago
- In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal d…☆56Updated last year