Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"
☆18Nov 30, 2025Updated 9 months ago
Alternatives and similar repositories for MSA-CNN
Users that are interested in MSA-CNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆19Jun 6, 2025Updated last year
- State of the art 84.7% accuracy on SleepEDF-78 and 88.4% SHHS Datasset☆10Apr 28, 2025Updated last year
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Jul 16, 2026Updated last month
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆82Apr 15, 2025Updated last year
- ☆13Apr 8, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code and models for the paper "An SpO2 Based Deep Learning Technique for Sleep Apnea Detection in Smart Watches."☆13Nov 18, 2024Updated last year
- [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆73Feb 14, 2025Updated last year
- ☆19Nov 12, 2023Updated 2 years ago
- Deep learning on multi-channel time series classification (medical data)☆13May 29, 2020Updated 6 years ago
- ☆19May 17, 2026Updated 3 months ago
- This is the code for EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer☆18Jun 3, 2024Updated 2 years ago
- Attention-guided CNN for image denoising(Neural Networks,2020)☆12Jan 17, 2020Updated 6 years ago
- the algorithm of Apnea detection by breath☆14Jan 3, 2021Updated 5 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆25Apr 21, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆18Jan 28, 2021Updated 5 years ago
- 心律失常检测/ECG信号分类☆22Nov 13, 2024Updated last year
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆23Mar 25, 2023Updated 3 years ago
- A toolbox for sleep data analysis and sleep stage classification. If you use SLEEPYLAND in your research, please cite: Rossi, A.D., Meta…☆52Apr 16, 2026Updated 4 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 years ago
- Remaining Useful Life Prediction of lithium-ion Battery☆32Feb 27, 2026Updated 6 months ago
- PyTorch implementation of Swin Transformer for 1-dimensional data☆19Mar 15, 2024Updated 2 years ago
- ☆15Nov 9, 2023Updated 2 years ago
- Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis☆38Sep 30, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Public repo containing code to train, visualize, and evaluate semi-supervised topic models and baselines for regression/classification on…☆11Apr 15, 2020Updated 6 years ago
- ☆20May 13, 2019Updated 7 years ago
- DeepL-Learning-ECG-Classification☆29Apr 26, 2026Updated 4 months ago
- Foley-Omni: a unified multimodal audio generation model for task-level synthesis and complete video soundtrack generation, producing spee…☆27Jun 5, 2026Updated 3 months ago
- Coevolutionary Multi-task learning for Dynamic Time Series prediction☆14Jul 13, 2021Updated 5 years ago
- A Benchmark Model Simulator for Process Control and Monitoring☆13May 11, 2026Updated 3 months ago
- Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014…☆16Aug 4, 2017Updated 9 years ago
- RUL-Mamba: Mamba-Based Remaining Useful Life Prediction for Lithium-Ion Batteries☆52Apr 14, 2026Updated 4 months ago
- Multi-Modal Cross-Subject Emotion Feature Alignment and Recognition with EEG and Eye Movements☆23Aug 4, 2024Updated 2 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.
- Jupyter notebook for DCASE 2020 challenge Task 1☆20Jun 24, 2020Updated 6 years ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- ☆22Oct 17, 2024Updated last year
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆37May 15, 2024Updated 2 years ago
- This repo contains active learning query strategies as introduced in our GCPR 2013 paper.☆12Aug 12, 2013Updated 13 years ago
- ☆56Dec 7, 2023Updated 2 years ago
- The code repository for ICML'25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆15May 4, 2026Updated 4 months ago