β44Nov 12, 2021Updated 4 years ago
Alternatives and similar repositories for DeepSleep
Users that are interested in DeepSleep are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π΄ DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousβ¦β22Jul 10, 2026Updated last month
- Dreem One Shot Detectorβ50Jul 6, 2023Updated 3 years ago
- The code and trained models that were submitted for the official winning entry of the Physionet 2018: You Snooze You Win challengeβ13May 14, 2020Updated 6 years ago
- β31Jul 14, 2020Updated 6 years ago
- This repository is dedicated to real-time automation of sleep stagingβ24Jul 11, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5β65Aug 16, 2021Updated 4 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"β101Updated this week
- β43Oct 28, 2021Updated 4 years ago
- 2018 Recommended Papers to Read in Bioinformatics as Voted by Bioinformaticiansβ26Jun 27, 2018Updated 8 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"β36Oct 11, 2021Updated 4 years ago
- sleep apnea, time window, artificial neural network, time series, MLPβ18Jan 17, 2020Updated 6 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Stagingβ108Dec 7, 2023Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classificationβ43Dec 7, 2023Updated 2 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEGβ494Jul 19, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting β’ AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"β62Jun 19, 2023Updated 3 years ago
- Multichannel Sleep Spindle Detector for sleep EEGβ12May 24, 2020Updated 6 years ago
- EEG Sleep stage classification using CNN with Kerasβ186Jun 17, 2024Updated 2 years ago
- Implementation of interesting research papersβ16Jan 1, 2019Updated 7 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo froβ¦β177Aug 23, 2023Updated 2 years ago
- Transfer learning for sleep stage detectionβ38Aug 25, 2021Updated 4 years ago
- An open-source sleep stage classification Python packageβ113Sep 21, 2025Updated 10 months ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEβ¦β20Dec 20, 2021Updated 4 years ago
- β30Oct 22, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approachβ272Aug 27, 2021Updated 4 years ago
- β13Jul 11, 2023Updated 3 years ago
- A branch of FieldTrip with added functionality for sleep analysesβ21Apr 2, 2024Updated 2 years ago
- Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGsβ29Jan 8, 2024Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991β76Feb 12, 2026Updated 6 months ago
- Source code for the EDF Translatorβ15Jul 3, 2018Updated 8 years ago
- Automated sleep staging scoring and narcolepsy identificationβ92Jun 24, 2024Updated 2 years ago
- Inference model for stock prediction using Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecastingβ14Dec 25, 2023Updated 2 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"β63Sep 5, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informaticβ¦β42Jan 27, 2021Updated 5 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'β24Nov 18, 2024Updated last year
- β19Nov 12, 2023Updated 2 years ago
- β15Sep 14, 2021Updated 4 years ago
- Project examplesβ12Feb 15, 2016Updated 10 years ago
- Automatically score rodent sleep using EEG and EMG recordingsβ47Apr 14, 2025Updated last year
- Detect EEG artifacts, outliers, or anomalies using supervised machine learning.β13Sep 19, 2020Updated 5 years ago