☆17Nov 23, 2021Updated 4 years ago
Alternatives and similar repositories for deep-sleep-pytorch
Users that are interested in deep-sleep-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 5 years ago
- ☆56Dec 7, 2023Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆75Feb 12, 2026Updated 6 months 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 5 years ago
- Repository for the SPDTransNet model, a Transformer-based architecture to analyze sequences of SPD matrices without loss of their Riemann…☆37Oct 15, 2024Updated last year
- 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.
- Automated sleep staging scoring and narcolepsy identification☆93Jun 24, 2024Updated 2 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆108Dec 7, 2023Updated 2 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 8 months ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Jul 16, 2026Updated last month
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 6 months ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Dec 7, 2023Updated 2 years ago
- [JBHI 2024] Self-supervised pre-training on ECG collected in the wild☆15Nov 14, 2023Updated 2 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆281Sep 26, 2023Updated 2 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.
- Transfer learning for sleep stage detection☆38Aug 25, 2021Updated 5 years ago
- The project aims at comparing results achieved by Particle Swarm Optimization (PSO) and Whale Optimization Algorithm (WOA) in segmentatio…☆14Apr 22, 2018Updated 8 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 8 years ago
- ☆21Oct 8, 2022Updated 3 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
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆30Jun 6, 2025Updated last year
- Automatic channel selection for seizure detection☆11Dec 10, 2023Updated 2 years ago
- 基于注意力机制的单通道EEG睡眠分期项目☆15Nov 24, 2022Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆177Aug 23, 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.
- 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)☆37Jan 1, 2023Updated 3 years ago
- Source code for the deep learning models employed in OSAS study☆21Feb 9, 2023Updated 3 years ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 3 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆274Aug 27, 2021Updated 5 years ago
- Decoding Covert Speech from EEG by Functional Areas Spatio-Temporal Transformer (FAST)☆18Mar 2, 2026Updated 6 months ago
- A tutorial on the delay and sum beamformer for microphone arrays☆18Jul 23, 2026Updated last month
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 10 months ago
- Public EEG Dataset☆16May 31, 2021Updated 5 years ago
- Active Noise Reduction with Python☆14Nov 15, 2017Updated 8 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.
- EEG online experiment GUI☆19Jun 7, 2023Updated 3 years ago
- Tacotron2 with BERT examples☆10Jul 8, 2019Updated 7 years ago
- Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification☆14Jul 19, 2022Updated 4 years ago
- Codes for our paper "Triple-Attention-based Spatio-Temporal-Spectral Convolutional Network for Epileptic Seizure Prediction "☆23Nov 16, 2022Updated 3 years ago
- [ICIP2021] The official PyTorch implementation of MASK GUIDED ATTENTION FOR FINE-GRAINED PATCHY IMAGE CLASSIFICATION☆11Nov 3, 2021Updated 4 years ago
- ☆12Jan 10, 2026Updated 7 months ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago