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/
☆27Jun 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 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
- ☆18Oct 6, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- ☆16Dec 7, 2023Updated 2 years ago
- Source code for the deep learning models employed in OSAS study☆19Feb 9, 2023Updated 3 years ago
- Unet, ResUnet, DenseUnet, SE-ResUnet, Dual Attention ResUnet, Attention Gates ResUnet☆18May 8, 2021Updated 5 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 3 months ago
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- EEG Signal Classification using LSTM on various datasets☆12Jun 14, 2020Updated 6 years ago
- ☆12Apr 3, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deformable 3D ConvNets for Action Recognition☆10Jan 21, 2018Updated 8 years ago
- [ICIP2021] The official PyTorch implementation of MASK GUIDED ATTENTION FOR FINE-GRAINED PATCHY IMAGE CLASSIFICATION☆11Nov 3, 2021Updated 4 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Apr 1, 2025Updated last year
- Inference model for stock prediction using Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting☆14Dec 25, 2023Updated 2 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years 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。☆23Aug 21, 2024Updated last year
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 4 years ago
- ☆36Mar 23, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- Multimodal Speech Recognition for phoneme level prediction using Audio-Visual data from TCDTIMIT dataset implementing RNNs with LSTMs for…☆15Jul 27, 2023Updated 2 years ago
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆13Mar 29, 2023Updated 3 years ago
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆16Dec 12, 2017Updated 8 years ago
- This is the source code for the paper "Training CNNs on speckled optical dataset for edge detection in SAR images".☆12Mar 12, 2022Updated 4 years ago
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- This is the repository of through-the-wall radar human activity recognition using multi-sampling convolutional neural networks (MSCNN). A…☆10Aug 5, 2025Updated 10 months ago
- Dynamic brain connectome analysis toolbox☆17Jan 26, 2023Updated 3 years ago
- Implementation of Attention-based Fusion for Multi-source Human Image Generation, S. Lathuilière, E. Sangineto, A. Siarohin, N. Sebe, WAC…☆10Oct 9, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Analysis of Transformer attention in EEG signal classification☆48Sep 1, 2024Updated last year
- The implementation of deep learning models for EEG classification.☆15Apr 21, 2023Updated 3 years ago
- EEG time-series data analysis including ERPs, time-frequency analysis, statistics and classification☆17Oct 22, 2018Updated 7 years ago
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- pytorch code of multi scale 1d resnet, we hope it will help your research☆226Mar 29, 2021Updated 5 years ago
- ☆57Jun 24, 2024Updated last year