hyao0827 / MS-ERMLinks
☆10Updated last year
Alternatives and similar repositories for MS-ERM
Users that are interested in MS-ERM are comparing it to the libraries listed below
Sorting:
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆52Updated 2 years ago
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆20Updated last year
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆61Updated 5 months ago
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆32Updated 2 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆123Updated last year
- ☆21Updated 2 years ago
- MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition☆12Updated 8 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆25Updated 2 months ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆92Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆40Updated 6 months ago
- A trusted repository for groundbreaking EEG research code. Some peer-reviewed algorithms (such as EEG data augmentation techniques, EEG c…☆27Updated last year
- ☆23Updated last year
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆57Updated 2 years ago
- A list of papers for physiological signal classification using machine learning/deep learning.☆243Updated 3 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆67Updated 2 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆51Updated 2 months ago
- This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cle…☆41Updated last year
- My master thesis about emotion recognition from EEG data with a time series transformer☆21Updated last year
- [AAAI 2023] Python implementation of Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analy…☆39Updated last year
- code for LMDA☆82Updated 2 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆237Updated last year
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆52Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆269Updated 4 months ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆28Updated 4 months ago
- ☆12Updated last year
- PyTorch implementation of EEGDfus☆12Updated 10 months ago