A decoding method for motor imagery EEG with spatial filtering and deep learning
☆10Jan 3, 2022Updated 4 years ago
Alternatives and similar repositories for TSF-STAN
Users that are interested in TSF-STAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Perform EEG Channel selection with Gumbel-softmax☆13Jan 5, 2021Updated 5 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆11Mar 25, 2023Updated 3 years ago
- ☆14Jul 7, 2021Updated 5 years ago
- ☆15Nov 9, 2023Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆98Sep 5, 2021Updated 5 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Apr 16, 2021Updated 5 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆35Apr 22, 2025Updated last year
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Apr 18, 2022Updated 4 years ago
- ☆11Aug 2, 2023Updated 3 years ago
- https://hack.jp☆13Mar 21, 2022Updated 4 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 3 years ago
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 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.
- Python implementation of the DTCWT☆13Mar 20, 2019Updated 7 years ago
- ☆34Jul 22, 2024Updated 2 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- BCI Competition IV dataset 2a☆34Jun 8, 2019Updated 7 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 4 years ago
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 3 years ago
- The model code for the TS-SEFFNet proposed in the paper "A Temporal-Spectral-based Squeeze-and-Excitation Feature Fusion Network for Moto…☆20Nov 23, 2021Updated 4 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Oct 25, 2022Updated 4 years ago
- Using DCGAN, WGAN & WGAN-GP in Augmentation of EEG data for BCIs☆13Jan 5, 2022Updated 4 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.
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 6 years ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆38Apr 30, 2025Updated last year
- ☆18May 8, 2018Updated 8 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆39Aug 20, 2023Updated 3 years ago
- Source code for self-supervised EEG data transfer learning☆14Feb 9, 2022Updated 4 years ago
- Automatic channel selection for seizure detection☆11Dec 10, 2023Updated 2 years ago
- A minesweeper solver in Python☆17Dec 4, 2020Updated 5 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆168Mar 26, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆71Apr 23, 2023Updated 3 years ago
- Repository for Denoising EEG using GANs☆20Nov 25, 2021Updated 4 years ago
- code for LMDA☆91Jul 14, 2023Updated 3 years ago
- Use DNNs to build encoding models of EEG visual responses.☆113Apr 21, 2026Updated 6 months ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆13May 4, 2022Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interface…☆12Jun 5, 2025Updated last year