This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems With Applications.
☆80Apr 15, 2025Updated 11 months ago
Alternatives and similar repositories for SleePyCo
Users that are interested in SleePyCo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic s…☆34Mar 24, 2022Updated 4 years ago
- ROS Tutorial and Examples: Play with the camera and robot using Python☆18May 2, 2022Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆19Mar 2, 2026Updated 3 weeks ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆270Sep 26, 2023Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆75Feb 12, 2026Updated last month
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Sep 19, 2023Updated 2 years ago
- ☆16Dec 7, 2023Updated 2 years ago
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆16Nov 30, 2025Updated 3 months ago
- ☆22Oct 8, 2022Updated 3 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆168Aug 23, 2023Updated 2 years ago
- Three-stage sleep classification☆30Apr 26, 2024Updated last year
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆479Jul 19, 2024Updated last year
- PyTorch Implementation of DCENet for Trajectory Forecasting☆13Jun 5, 2021Updated 4 years ago
- This is an official implementation for "Block Selection Method for Using Feature Norm in Out-of-distribution Detection", CVPR 2023.☆24May 21, 2024Updated last year
- ☆38Feb 15, 2021Updated 5 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆96Jul 29, 2025Updated 7 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 2 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Jun 20, 2023Updated 2 years ago
- ☆13Jul 4, 2019Updated 6 years ago
- ☆31Jul 14, 2020Updated 5 years ago
- ☆57Dec 7, 2023Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- ☆34Dec 7, 2023Updated 2 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Jul 11, 2020Updated 5 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆38May 15, 2024Updated last year
- An official implementation of "Domain Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation", CVPR 202…☆15Jun 15, 2024Updated last year
- State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset☆10Apr 28, 2025Updated 10 months ago
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Nov 4, 2023Updated 2 years ago
- Render assembly manual and surface normal images in python3☆13Mar 11, 2020Updated 6 years ago
- ☆19Nov 12, 2023Updated 2 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆86Apr 1, 2025Updated 11 months ago
- Transfer learning for sleep stage detection☆36Aug 25, 2021Updated 4 years ago
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework☆35Oct 12, 2025Updated 5 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆43Jun 4, 2024Updated last year