weiming1122 / 1D-ResNet-SE-LSTMView external linksLinks
Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' https://www.biorxiv.org/content/10.1101/2023.03.29.534672v1 & https://peerj.com/articles/cs-1561/
☆26Jun 21, 2023Updated 2 years ago
Alternatives and similar repositories for 1D-ResNet-SE-LSTM
Users that are interested in 1D-ResNet-SE-LSTM are comparing it to the libraries listed below
Sorting:
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Aug 10, 2021Updated 4 years ago
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- Source code for the deep learning models employed in OSAS study☆18Feb 9, 2023Updated 3 years ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Nov 13, 2018Updated 7 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Oct 11, 2023Updated 2 years ago
- Inference model for stock prediction using Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting☆14Dec 25, 2023Updated 2 years ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated last year
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆85Apr 1, 2025Updated 10 months ago
- 本赛题面向可穿戴睡眠监测场景，通过分析患者的血氧和心率信息，实现呼吸暂停和低通气异常事件的检测，帮助预警患者的健康风险。☆22Aug 21, 2024Updated last year
- ☆14Jul 11, 2023Updated 2 years ago
- Unet, ResUnet, DenseUnet, SE-ResUnet, Dual Attention ResUnet, Attention Gates ResUnet☆18May 8, 2021Updated 4 years ago
- ☆57Jun 24, 2024Updated last year
- Transformer Models for Long-Term Series Forecasting implemented by High-Flyer AI☆23Jun 10, 2022Updated 3 years ago
- Second coursework & case from Sber Data Science competition. Links to scientific papers to which I will refer will be here.☆13Nov 12, 2021Updated 4 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆75Apr 30, 2024Updated last year
- This repository compares the performance of 8 different regression loss functions used in Time Series Forecasting using Temporal Fusion…☆25Feb 21, 2025Updated 11 months ago
- Three-stage sleep classification☆28Apr 26, 2024Updated last year
- This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…☆11Oct 13, 2025Updated 4 months ago
- ☆11May 17, 2024Updated last year
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 4 years ago
- A library of techniques for local interpretation of machine learning models☆10Mar 24, 2023Updated 2 years ago
- A research project and comparative study on various Active Noise Cancellation Algorithms like FxLMS, EMFN, Chebyshev filter and Hammerste…☆10Jul 3, 2022Updated 3 years ago
- ☆32Dec 7, 2023Updated 2 years ago
- A comprehensive list of pain intensity classification papers mainly based on deep learning algorithms☆12Oct 20, 2024Updated last year
- Transfer Learning for Stenosis Detection in X-ray Coronary Angiography☆13Jul 3, 2021Updated 4 years ago
- Python client for Contec CMS50EW pulse oximeter☆11Apr 6, 2017Updated 8 years ago
- ☆38Dec 25, 2024Updated last year
- Winning Solution for the M5 Competition for Uncertainty Forecasting☆10May 25, 2023Updated 2 years ago
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆13Jan 18, 2025Updated last year
- The Adaptive Multi-Factor (AMF) asset pricing model with the Groupwise Interpretable Basis Selection (GIBS) algorithm.☆10Dec 12, 2021Updated 4 years ago
- M5 Uncertainty kaggle competition, 3rd place solution☆40Mar 12, 2024Updated last year
- Classifying Heartbeat Arrhythmia using novel features (Auto-regressive coefficients & RR inter-beat distance)☆31May 1, 2020Updated 5 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆33Apr 13, 2021Updated 4 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated last year