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 3 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:
- 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 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
- 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
- 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.
- Source code for the deep learning models employed in OSAS study☆21Feb 9, 2023Updated 3 years ago
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 5 years ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆15Aug 31, 2023Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 4 months ago
- The code for performing MTL on object recognition with neural data☆16Nov 1, 2021Updated 4 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
- ☆36Mar 23, 2019Updated 7 years ago
- ☆13Jul 11, 2023Updated 3 years ago
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆11Feb 2, 2022Updated 4 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.
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 5 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。☆24Aug 21, 2024Updated last year
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆88Jul 16, 2026Updated last week
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆16Dec 12, 2017Updated 8 years ago
- ☆13Apr 11, 2023Updated 3 years ago
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 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
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- 基于Linux的视频服务器☆17May 16, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Analysis of Transformer attention in EEG signal classification☆48Sep 1, 2024Updated last year
- 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
- Dynamic brain connectome analysis toolbox☆17Jan 26, 2023Updated 3 years ago
- ☆22Apr 24, 2025Updated last year
- Pytorch reimplementation of audio driven face mesh or blendshape models, including Audio2Mesh, VOCA, etc☆18Sep 6, 2024Updated last year
- An emerging asset class, the recent surge of popularity in crypto markets has made cryptocurrencies an essential part of investment portf…☆12Jan 22, 2023Updated 3 years ago
- Based on paper Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning☆13Dec 24, 2022Updated 3 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated 2 years ago
- Final Project for Stanford Deep Generative Modeling Class CS236.☆13Dec 14, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆20Jun 7, 2025Updated last year
- Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models☆13Mar 9, 2024Updated 2 years ago
- Code for MICCAI2023 paper: TransLiver: A Hybrid Transformer Model for Multi-phase Liver Lesion Classification☆18Jan 10, 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 2 years ago
- Code for paper "Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks"☆10Mar 8, 2020Updated 6 years ago
- Preprocessing, analysis and classification of EEG signals into 4 classes.☆18May 10, 2023Updated 3 years ago
- Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.☆12Jan 7, 2021Updated 5 years ago