CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG
☆19Jun 5, 2020Updated 5 years ago
Alternatives and similar repositories for CRNNeeg-sleep
Users that are interested in CRNNeeg-sleep are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Jan 27, 2021Updated 5 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- ☆19Oct 6, 2025Updated 5 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆20Updated this week
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆267Aug 27, 2021Updated 4 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Dec 7, 2023Updated 2 years ago
- Signal processing library for research on biosignals (heart signals: ECG, PPG, PCG, BCG, inter-beat intervals)☆14May 18, 2019Updated 6 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
- Automated sleep staging scoring and narcolepsy identification☆92Jun 24, 2024Updated last year
- ☆27Dec 10, 2022Updated 3 years ago
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆16Aug 2, 2024Updated last year
- Three-stage sleep classification☆30Apr 26, 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.
- Sleep stage detection using ECG☆139Mar 9, 2026Updated 3 weeks 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
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Sep 6, 2023Updated 2 years ago
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆24Sep 17, 2019Updated 6 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 3 months ago
- Sleep staging from ECG, assisted with EEG☆25May 26, 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
- ☆57Dec 7, 2023Updated 2 years ago
- Repository for mne docker images☆13Sep 1, 2025Updated 6 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 2 years ago
- Scripts for comparing different fmriprep denoising approaches on quality control functional connectivity (QC-FC) motion, QC-FC distance-d…☆15Oct 20, 2021Updated 4 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network☆44Mar 20, 2025Updated last year
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- Targeted Memory Reactivation using smartphones and smartwatches☆24Dec 7, 2022Updated 3 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 5 months 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.
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 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
- This is the implementation for the paper: A CNN-GRU approach to capture time-frequency pattern interdependence for snore sound classifica…☆22Nov 25, 2020Updated 5 years ago
- Code for Rethinking Prompt Optimizers: From Prompt Merits to Optimization☆13Jan 12, 2026Updated 2 months ago
- Sleep Wave Analysis - an open source toolbox for matlab to score and analyse various waveforms in sleep EEG data☆56Jul 20, 2020Updated 5 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆67Sep 18, 2022Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆62Jun 19, 2023Updated 2 years ago