Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals
☆11Oct 26, 2022Updated 3 years ago
Alternatives and similar repositories for DeepLearningProject
Users that are interested in DeepLearningProject are comparing it to the libraries listed below
Sorting:
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 10 months ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Jul 11, 2019Updated 6 years ago
- Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem☆21Feb 1, 2020Updated 6 years ago
- 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…☆72Apr 23, 2023Updated 2 years ago
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 4 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆16Mar 15, 2022Updated 4 years ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆19Feb 3, 2026Updated last month
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Play-along jukebox☆16Feb 20, 2024Updated 2 years ago
- ☆10Dec 3, 2021Updated 4 years ago
- ☆29Dec 4, 2024Updated last year
- ☆11Nov 8, 2022Updated 3 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Mar 26, 2020Updated 5 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Oct 25, 2022Updated 3 years ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆14May 4, 2022Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- A semantic code search tool for intelligent, cross-repo context retrieval.☆27Sep 14, 2025Updated 6 months ago
- Source code for self-supervised EEG data transfer learning☆15Feb 9, 2022Updated 4 years ago
- Automatic channel selection for seizure detection☆12Dec 10, 2023Updated 2 years ago
- Perform EEG Channel selection with Gumbel-softmax☆14Jan 5, 2021Updated 5 years ago
- PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interface☆14Jan 15, 2021Updated 5 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Jul 28, 2022Updated 3 years ago
- ☆13May 7, 2023Updated 2 years ago
- Streamlit Cookbook, published by Packt☆14Jun 6, 2025Updated 9 months ago
- Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interface…☆12Jun 5, 2025Updated 9 months ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- Open Co Scientist aims to democratize scientific research by providing an open-source implementation of an AI co-scientist system.☆15Mar 1, 2025Updated last year
- ☆15Aug 20, 2023Updated 2 years ago
- BrainVision EEG data classification using the MNE, Keras and the scikit-learn libraries.☆15Mar 24, 2023Updated 2 years ago
- ☆93Sep 5, 2021Updated 4 years ago
- These live scripts focus on concepts and practices related to working with data: textual data types, numerical data types, data storage, …☆11Oct 10, 2025Updated 5 months ago
- This repo is for LINKEDIN LEARNING course AI Projects with Python, TensorFlow and NLTK☆17Mar 27, 2024Updated last year
- My Vagrantfiles for sandbox tests☆12Jun 18, 2020Updated 5 years ago
- Repo for Bigdata 2019 paper☆14Sep 28, 2021Updated 4 years ago