dongyyyyy / DeepSleepNet_pytorch
☆6Updated 2 years ago
Alternatives and similar repositories for DeepSleepNet_pytorch:
Users that are interested in DeepSleepNet_pytorch are comparing it to the libraries listed below
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆47Updated last year
- ☆15Updated 3 years 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）☆30Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆82Updated 2 years ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆17Updated 2 months ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆70Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆56Updated last year
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆10Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆64Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆13Updated 2 years ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆28Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆27Updated 6 months ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆52Updated last year
- Reimplementation of the paper Sarkar and Etemad 2020 "Self-Supervised ECG Representation Learning for Emotion Recognition"☆29Updated 3 years ago
- ☆13Updated 3 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆52Updated 2 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆59Updated 10 months ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Updated last year
- This is a community implementation of EEG-ConvTransformer☆18Updated last year
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆19Updated last year
- code for LMDA☆78Updated last year
- DL model estimating vigilance levels using multimodal EEG and EOG☆25Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆223Updated last year
- PyTorch EEG emotion analysis using DEAP dataset☆80Updated 7 years ago
- ☆18Updated 2 years ago