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:
- ☆64Sep 3, 2019Updated 6 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
- 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☆30May 10, 2021Updated 4 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
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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☆18Feb 9, 2023Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆19Mar 2, 2026Updated last month
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆76Apr 30, 2024Updated last year
- EEG Signal Classification using LSTM on various datasets☆12Jun 14, 2020Updated 5 years ago
- The code for performing MTL on object recognition with neural data☆16Nov 1, 2021Updated 4 years ago
- ☆14Jul 11, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆11Apr 3, 2025Updated last year
- 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
- [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
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 years ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆29Jul 23, 2021Updated 4 years ago
- Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Class…☆45Jan 27, 2022Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 2 years ago
- ☆13Apr 11, 2023Updated 3 years 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.
- 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
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 5 years 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
- Analysis of Transformer attention in EEG signal classification☆47Sep 1, 2024Updated last year
- The implementation of deep learning models for EEG classification.☆15Apr 21, 2023Updated 2 years ago
- ☆15Apr 11, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- ☆21Jun 7, 2025Updated 10 months ago
- Reproduce the artice Hoy et al. 2014 Optimization of a free water elimination two-compartment model for diffusion tensor imaging. Neuroim…☆14Apr 12, 2019Updated 7 years ago
- Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models☆13Mar 9, 2024Updated 2 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆13May 11, 2024Updated last year
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago