Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".
☆13May 17, 2022Updated 3 years ago
Alternatives and similar repositories for SHNN
Users that are interested in SHNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 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
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 6 years ago
- IEEE Transactions on Affective Computing, 2025☆24Jun 6, 2025Updated 9 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10May 9, 2021Updated 4 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆38May 15, 2024Updated last year
- ☆11Dec 4, 2025Updated 3 months ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated 11 months ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆23Jan 22, 2025Updated last year
- codes for paper: ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks☆15Jun 27, 2023Updated 2 years ago
- ☆27Dec 10, 2022Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- This repository is for task-incremental-learning in LiDAR-based 3D object detection.☆11May 4, 2021Updated 4 years ago
- This project is to predict users’ attention and cognitive load through EEG signals during their reading☆23Apr 21, 2023Updated 2 years 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
- Code for automatic scoring of EEG recordings☆20May 30, 2019Updated 6 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- SUMO: Advanced sleep spindle identification with neural networks☆24Nov 21, 2024Updated last year
- Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.☆129Mar 18, 2024Updated 2 years ago
- ☆10May 10, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for the paper submission: "Modelling graph dynamics in fraud detection with ``Attention""☆11Feb 10, 2022Updated 4 years ago
- Multimodal Medical Data Analysis☆11Jan 16, 2024Updated 2 years ago
- Closed- and Open-loop (Slow Oscillations) Sleep Stimulation (Auditory) or Recording in full-PSG using OpenBCI Cyton. Allows for Closed- a…☆36Jul 6, 2023Updated 2 years ago
- 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）☆35Jan 1, 2023Updated 3 years ago
- Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).☆12May 6, 2024Updated last year
- ☆13Aug 31, 2023Updated 2 years ago
- FreeRTOS Introduction with Qemu in VSCode☆14Jan 4, 2025Updated last year
- Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)☆23Oct 1, 2025Updated 5 months ago
- ☆22Nov 11, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Mar 25, 2023Updated 3 years ago
- ☆17May 31, 2025Updated 9 months ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆19Mar 2, 2026Updated 3 weeks ago
- Official code for 'TraM: Enhancing User Sleep Prediction with Transformer-Based Multivariate Time Series Modeling and Machine Learning En…☆19Jul 3, 2024Updated last year
- Accurately and reliably defining organs at risk (OARs) and tumors are the cornerstone of radiation therapy (RT) treatment planning for lu…☆12Jul 19, 2023Updated 2 years ago
- [Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution Detection☆18Jun 14, 2023Updated 2 years ago