Source code for self-supervised EEG data transfer learning
☆14Feb 9, 2022Updated 4 years ago
Alternatives and similar repositories for eeg-transfer-learning
Users that are interested in eeg-transfer-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Source Affective Classification EEG Framework with Private Encoders☆13May 4, 2022Updated 4 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 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
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆17Jun 11, 2023Updated 3 years ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆15Jan 11, 2021Updated 5 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.
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆17Mar 15, 2022Updated 4 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆35Apr 22, 2025Updated last year
- 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
- ☆14Sep 5, 2023Updated 3 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆25Sep 22, 2022Updated 4 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Apr 18, 2022Updated 4 years ago
- Codes for employing PySimMIBCI for MI-EEG data generation and for using such data with FBCNetToolbox models☆10Apr 12, 2023Updated 3 years ago
- ☆10May 15, 2024Updated 2 years ago
- ☆31Dec 4, 2024Updated last year
- 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.
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 4 years ago
- Official repository for "A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition"☆20Mar 14, 2024Updated 2 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆31May 30, 2022Updated 4 years ago
- ECGNet, leveraging PyTorch, classifies ECG signals with 96% accuracy, using a streamlined model of around 1300 parameters, trained on Ka…☆17Feb 22, 2024Updated 2 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Oct 25, 2022Updated 4 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆27Apr 20, 2022Updated 4 years ago
- An improved chaotic gray wolf optimization algorithm was used☆15Sep 12, 2018Updated 8 years ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆13Apr 8, 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.
- A really basic copy-to-clipboard JavaScript library.☆12Aug 24, 2020Updated 6 years ago
- vEpiSet: An EEG dataset for interictal epileptiform discharge with spatial distribution information☆21Dec 19, 2025Updated 10 months ago
- Interview preparation☆11Jul 16, 2020Updated 6 years ago
- ☆41May 28, 2024Updated 2 years ago
- ☆18Sep 18, 2020Updated 6 years ago
- For test☆12May 28, 2024Updated 2 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- ☆10Sep 9, 2024Updated 2 years ago
- A decoding method for motor imagery EEG with spatial filtering and deep learning☆10Jan 3, 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.
- Search and navigate to the right tab in a few keystrokes.☆14May 4, 2018Updated 8 years ago
- ☆13Oct 30, 2024Updated 2 years ago
- ☆10Oct 4, 2021Updated 5 years ago
- Hyperparameter optimization in Deep Neural Networks, In the context of EEG classification☆10Jul 14, 2018Updated 8 years ago
- Automatic channel selection for seizure detection☆11Dec 10, 2023Updated 2 years ago
- ☆10Sep 25, 2019Updated 7 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆11Mar 25, 2023Updated 3 years ago