Implement Long Short-Term Memory(LSTM) with pytorch to handle raw EEG data
☆25Jan 7, 2021Updated 5 years ago
Alternatives and similar repositories for LSTM_EEG
Users that are interested in LSTM_EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆16Dec 12, 2017Updated 8 years ago
- LSTM-based neural network system to predict EEG signals☆29Jan 9, 2019Updated 7 years ago
- The implementation of deep learning models for EEG classification.☆15Apr 21, 2023Updated 3 years ago
- ☆12Nov 27, 2022Updated 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.
- trt-hackathon-2022 三等奖方案☆10Mar 6, 2023Updated 3 years ago
- EEG Signal Classification using LSTM on various datasets☆12Jun 14, 2020Updated 6 years ago
- Automated Accurate Emotion Recognition using Rhythm-Specific Deep Convolutional Neural Network Technique with Multi-Channel EEG Signals☆11Jan 3, 2022Updated 4 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆184Oct 8, 2022Updated 3 years ago
- Age Prediction of Brain MRI by 3D VGG Network☆16Nov 10, 2016Updated 9 years ago
- EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network☆14Apr 12, 2023Updated 3 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Sep 29, 2019Updated 6 years ago
- ☆10Aug 14, 2026Updated 2 weeks ago
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Feb 18, 2018Updated 8 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,167Jul 20, 2025Updated last year
- The codes that I implemented during my B.Sc. project.☆22Feb 17, 2022Updated 4 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- This is a simple RGBT detection framework that can quickly build and train your model☆11Jul 31, 2024Updated 2 years ago
- ☆15Sep 3, 2020Updated 5 years ago
- This contains official implementation for Extended 2D Volumetric Consensus Hippocampus Segmentation☆20Jul 19, 2021Updated 5 years ago
- 统计学习导论基于R应用笔记☆13Aug 9, 2020Updated 6 years ago
- Official implementation of ICLR26 (Oral): Decentralized Attention Fails Centralized Signals: Rethink Transformers for Medical Time Series☆48Feb 28, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Record EEG data from a Muse 2 headband using the MInd Monitor app and python osc module. Build and train a CNN model in Keras framework t…☆16Mar 2, 2026Updated 6 months ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- The papers on EEG emotion recognition☆13Nov 20, 2021Updated 4 years ago
- Driver State Monitoring 驾驶员状态监测，包括：人为遮挡、姿态异常、打哈欠、打电话、抽烟、分神、闭眼检测☆16May 26, 2023Updated 3 years ago
- ☆11Feb 15, 2023Updated 3 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆94Mar 4, 2022Updated 4 years ago
- Personal implementation of the Transformer paper.☆22Oct 17, 2023Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆12Jun 12, 2017Updated 9 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.
- Official implementation of AGSTN model(ICDM2020)☆12Sep 12, 2020Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆95Jan 10, 2021Updated 5 years ago
- Official implementation of paper "An objective quantitative diagnosis of depression using a local-to-global multi-modal fusion graph neur…☆14Jan 13, 2025Updated last year
- Code for 'Alzheimer’s Disease Classification Using Cluster-based Labelling for Graph Neural Network on Tau PET Imaging and Heterogeneous …☆12Sep 13, 2022Updated 3 years ago
- ☆23Mar 25, 2025Updated last year
- ☆15Jul 1, 2020Updated 6 years ago
- ☆10Aug 13, 2021Updated 5 years ago