Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
☆289Jan 31, 2023Updated 3 years ago
Alternatives and similar repositories for Deep-Learning-for-BCI
Users that are interested in Deep-Learning-for-BCI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,157Jul 20, 2025Updated 9 months ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆410Feb 27, 2024Updated 2 years ago
- 🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)☆79May 3, 2020Updated 6 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆283Nov 21, 2022Updated 3 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86May 12, 2024Updated 2 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.
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆22Jan 20, 2022Updated 4 years ago
- Mother of All BCI Benchmarks☆987May 7, 2026Updated last week
- ☆185Nov 3, 2022Updated 3 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,521May 2, 2022Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆345Nov 29, 2025Updated 5 months ago
- TorchEEG is a library built on PyTorch for EEG signal analysis.☆568Apr 8, 2026Updated last month
- Deep learning software to decode EEG, ECG or MEG signals☆1,229May 9, 2026Updated last week
- A list of all public EEG-datasets☆3,010Oct 17, 2025Updated 7 months ago
- Curated Collection of BCI resources☆1,466Feb 18, 2026Updated 3 months 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.
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- ☆10Feb 13, 2021Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated 11 months ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆12Oct 26, 2022Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆101Jan 11, 2023Updated 3 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 4 years ago
- This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG …☆56Jan 9, 2023Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆164Mar 3, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [TNSRE 23] EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆740Jul 24, 2024Updated last year
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆161Jul 28, 2025Updated 9 months ago
- ☆32Apr 10, 2021Updated 5 years ago
- ☆17Sep 20, 2022Updated 3 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆238Jul 19, 2023Updated 2 years ago
- ☆51Sep 30, 2025Updated 7 months ago
- ☆133Dec 8, 2022Updated 3 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Oct 19, 2022Updated 3 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "Low-latency auditory spatial attentio…☆10Sep 15, 2021Updated 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.
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆243May 20, 2024Updated 2 years ago
- ☆12Nov 27, 2022Updated 3 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆171Mar 26, 2020Updated 6 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
- Brain-Computer interface stuff☆348Oct 25, 2022Updated 3 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆373Jul 10, 2019Updated 6 years ago