2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture
☆17Jan 28, 2021Updated 5 years ago
Alternatives and similar repositories for lstm-cnn-eeg-sleep-staging
Users that are interested in lstm-cnn-eeg-sleep-staging are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆12Jun 7, 2022Updated 3 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 4 years ago
- ☆31Oct 22, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Aug 14, 2022Updated 3 years ago
- 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
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆267Aug 27, 2021Updated 4 years ago
- the experiment on EEG classify using CNN-LSTM structure network☆12Jan 14, 2017Updated 9 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- 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
- Public EEG Dataset☆15May 31, 2021Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆49Dec 7, 2023Updated 2 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 6 years ago
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆17Nov 30, 2025Updated 4 months ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆23Nov 7, 2022Updated 3 years ago
- ☆22Oct 6, 2025Updated 6 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 4 years ago
- Source code for the deep learning models employed in OSAS study☆18Feb 9, 2023Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆98Jul 29, 2025Updated 8 months ago
- Computer vision application to determine respiratory rate from the video of a sleeping person☆21Jun 20, 2016Updated 9 years ago
- Code for Rethinking Prompt Optimizers: From Prompt Merits to Optimization☆13Jan 12, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 2 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆58Apr 25, 2022Updated 3 years ago
- SUMO: Advanced sleep spindle identification with neural networks☆24Nov 21, 2024Updated last year
- ☆57Dec 7, 2023Updated 2 years ago
- 基于深度学习的睡眠状态检测（EEG Classification）☆23Apr 19, 2024Updated 2 years ago
- selenium 携程酒店爬虫+简单数据分析☆10Dec 6, 2018Updated 7 years ago
- iQMetrix-CT is designed to quantify CT Image Quality by using so-called advanced metrics such as Noise Power Spectrum (NPS), Task-based T…☆14Nov 8, 2024Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆29Jun 6, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code and models for the paper "An SpO2 Based Deep Learning Technique for Sleep Apnea Detection in Smart Watches."☆12Nov 18, 2024Updated last year
- 🔍 Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.☆15Apr 9, 2025Updated last year
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆26Jun 20, 2023Updated 2 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆86Apr 1, 2025Updated last year
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆481Jul 19, 2024Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago