Alternatives and similar repositories for SHNN

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

• ziyujia / Sleep-Stages-Classification-Papers
  A list of papers for sleep stages classification using machine learning/deep learning.
  ☆94Updated 3 years ago
• flower-kyo / Tinysleepnet-pytorch
  TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG
  ☆30Updated 4 years ago
• yangdai97 / MultiChannelSleepNet
  [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
  ☆58Updated 2 years ago
• quwei913 / A-Residual-based-Attention-Model-for-EEG-basedSleep-Staging
  A Residual based Attention Model for EEG basedSleep Staging
  ☆11Updated 4 years ago
• drasros / sleep_staging_shhs
  Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
  ☆62Updated 8 years ago
• ycq091044 / ContraWR
  JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning
  ☆50Updated 2 years ago
• emadeldeen24 / eval_ssl_ssc
  [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
  ☆47Updated 2 years ago
• xiyangcai / SleepPrintNet
  SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
  ☆39Updated 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…
  ☆42Updated 4 years ago
• emadeldeen24 / ADAST
  [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"
  ☆39Updated 2 years ago
• XueJiang16 / ssl-torch
  ☆39Updated 4 years ago
• AI4HealthUOL / s4sleep
  Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
  ☆18Updated 2 years ago
• dlcjfgmlnasa / NeuroNet
  [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
  ☆64Updated 8 months ago
• YJPai65 / MVF-SleepNet
  ☆23Updated 3 years ago
• ziyujia / SalientSleepNet
  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
  ☆57Updated 4 years ago
• emadeldeen24 / AttnSleep
  [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
  ☆250Updated 2 years ago
• pquochuy / SeqSleepNet
  SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
  ☆106Updated last year
• Jiaqi1008 / Emotion_detection
  It is an emotion detection with EEG and ECG signals.
  ☆41Updated 5 years ago
• 935963004 / MAET
  [ACM MM 2023] Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels
  ☆54Updated last month
• tiehangd / MUPS-EEG
  Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification
  ☆43Updated 2 years ago
• KAZABANA / EEGMatch
  ☆39Updated 11 months ago
• RunminGan1218 / DAEST
  ☆15Updated last month
• ceresOPA / Automatic-Sleep-Staging-Based-on-EEG-Signal-using-Deep-Network
  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）
  ☆34Updated 2 years ago
• UM-Tao / ADFCNN-MI
  ☆27Updated last month
• tczhangzhi / PyTorch-GANSER
  Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"
  ☆74Updated 3 years ago
• aristotelisballas / biodg
  BioDG is a publically available framework for the evaluation of Domain Generalization algorithms in Biosignal Classification.
  ☆22Updated 7 months ago
• hehe03 / LA
  This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…
  ☆21Updated 3 years ago
• akaraspt / tinysleepnet
  TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…
  ☆158Updated 2 years ago
• dougkoch / chb-mit
  Machine learning on the CHB-MIT scalp EEG database
  ☆28Updated 3 years ago
• martinwimpff / channel-attention
  ☆37Updated last year