Alternatives and similar repositories for RobustSleepNet:

Users that are interested in RobustSleepNet are comparing it to the libraries listed below

• Dreem-Organization / dreem-learning-open
  Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
  ☆81Updated last year
• pquochuy / MultitaskSleepNet
  Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
  ☆40Updated last year
• pquochuy / xsleepnet
  ☆53Updated last year
• Dreem-Organization / dreem-learning-evaluation
  Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"
  ☆32Updated 3 years ago
• AI4HealthUOL / s4sleep
  Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
  ☆17Updated last year
• emadeldeen24 / ADAST
  [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
  ☆38Updated last year
• IoBT-VISTEC / MetaSleepLearner
  Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…
  ☆40Updated 4 years ago
• pquochuy / SleepTransformer
  ☆25Updated last year
• mauriceaj / CRNNeeg-sleep
  CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG
  ☆18Updated 4 years ago
• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆80Updated 2 years ago
• pquochuy / SeqSleepNet
  SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
  ☆100Updated last year
• flower-kyo / Tinysleepnet-pytorch
  TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
  ☆29Updated 3 years ago
• likith012 / mulEEG
  Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
  ☆33Updated 2 years ago
• pquochuy / sleep_transfer_learning
  Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
  ☆46Updated last year
• ziyujia / SalientSleepNet
  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
  ☆52Updated 3 years ago
• emadeldeen24 / sleep-stage-classification-papers
  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
• pquochuy / l-seqsleepnet
  ☆12Updated last year
• neergaard / deep-sleep-pytorch
  ☆14Updated 3 years ago
• quwei913 / A-Residual-based-Attention-Model-for-EEG-basedSleep-Staging
  A Residual based Attention Model for EEG basedSleep Staging
  ☆12Updated 3 years ago
• Jathurshan0330 / Cross-Modal-Transformer
  Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991
  ☆55Updated last year
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆31Updated 10 months ago
• XueJiang16 / ssl-torch
  ☆37Updated 4 years ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆39Updated last year
• wangjinzhuo / wearables
  ☆30Updated 4 years ago
• xiyangcai / SEN-DAL
  Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging
  ☆16Updated 2 months ago
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆45Updated last year
• drasros / sleep_staging_shhs
  Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
  ☆58Updated 7 years ago
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆47Updated last year
• yi-ding-cs / EEG-Deformer
  [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…
  ☆65Updated 3 months ago
• raphaelvallat / yasa_classifier
  Notebooks for training the classifier of YASA sleep staging
  ☆22Updated 3 years ago