๐ด DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
โ22Jul 10, 2026Updated 3 months ago
Alternatives and similar repositories for deepsleep2
Users that are interested in deepsleep2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- โ44Nov 12, 2021Updated 4 years ago
- Transfer learning for sleep stage detectionโ38Aug 25, 2021Updated 5 years ago
- sleep apnea, time window, artificial neural network, time series, MLPโ18Jan 17, 2020Updated 6 years ago
- [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Frameworkโ36Oct 12, 2025Updated 11 months ago
- Notebooks for training the classifier of YASA sleep stagingโ26Nov 20, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways โข AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Active Noise Reduction with Pythonโ14Nov 15, 2017Updated 8 years ago
- โ12Jun 18, 2020Updated 6 years ago
- โ15Mar 14, 2023Updated 3 years ago
- Udacity Data Engineering Nanodegree Project 3โ11Jul 14, 2019Updated 7 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classificationโ43Dec 7, 2023Updated 2 years ago
- ๅบไบ้ข่ฎญ็ปๆจกๅ็ไธญๆๅ ณ้ฎ่ฏๆฝๅๆนๆณ๏ผ่ฎบๆSIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model ็ไธญๆ็ไปฃ็ ๏ผโ12May 17, 2020Updated 6 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmographyโ47Jun 4, 2024Updated 2 years ago
- โ17Nov 23, 2021Updated 4 years ago
- GiMeFive: Towards Interpretable Facial Emotion Classification ๐๐ฒ๐ญ๐ก๐คข๐จ (PyTorch Implementation)โ15Jul 6, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform โข AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This demo shows how to capture data changes from relational databases (Oracle and PostgreSQL) and stream them to Confluent Cloud, use ksqโฆโ17Jan 10, 2025Updated last year
- End-to-end Sleep Staging with Raw Single Channel EEGโ14May 13, 2019Updated 7 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"โ102Aug 10, 2026Updated 2 months ago
- [PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"โ12Aug 25, 2021Updated 5 years ago
- โ11Aug 25, 2020Updated 6 years ago
- โ15May 5, 2023Updated 3 years ago
- NodeJS driver for the Wifi Shieldโ16Dec 6, 2022Updated 3 years ago
- The official NodeJS driver for the Cyton board over Serial.โ16Feb 18, 2019Updated 7 years ago
- create kubernetes cluster on AWS only typing 'terraform apply' on 3 minutes.โ16Jul 5, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI โข AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- โ15Sep 30, 2026Updated last week
- Automated sleep staging scoring and narcolepsy identificationโ93Jun 24, 2024Updated 2 years ago
- โ16Jul 29, 2026Updated 2 months ago
- Project code for stock index forecastingโ11Jan 4, 2021Updated 5 years ago
- โ14Feb 25, 2025Updated last year
- Android application to store data from RFduinoโ15Aug 22, 2016Updated 10 years ago
- EEG data Classification & Anomaly Detection with NuPICโ13Oct 29, 2014Updated 11 years ago
- โ10Nov 1, 2018Updated 7 years ago
- โ13Aug 8, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer โข AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Some scripts used for action recognition on UCF101 datasetโ11Dec 2, 2015Updated 10 years ago
- [WIP] Trying to understand how to deal with DeepFilterNet in a custom STFT pipelineโ17Jun 20, 2024Updated 2 years ago
- โ11May 1, 2018Updated 8 years ago
- A branch of FieldTrip with added functionality for sleep analysesโ21Apr 2, 2024Updated 2 years ago
- A minimal React application using Apollo Client with a mocked GitHub's GraphQL API by implementing an own GraphQL schema.โ17Jun 12, 2020Updated 6 years ago
- โ11Oct 5, 2020Updated 6 years ago
- A curator of Sequential Recommendation algorithmsโ20Oct 15, 2020Updated 5 years ago