Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
☆278Jan 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
Sorting:
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,141Jul 20, 2025Updated 7 months ago
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆405Feb 27, 2024Updated 2 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆280Nov 21, 2022Updated 3 years ago
- Mother of All BCI Benchmarks☆940Updated this week
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,470May 2, 2022Updated 3 years ago
- ☆184Nov 3, 2022Updated 3 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86May 12, 2024Updated last year
- Attention temporal convolutional network for EEG-based motor imagery classification☆321Nov 29, 2025Updated 3 months ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,165Feb 26, 2026Updated last week
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆22Jan 20, 2022Updated 4 years ago
- ☆10Feb 13, 2021Updated 5 years ago
- TorchEEG is a library built on PyTorch for EEG signal analysis.☆552Nov 9, 2025Updated 3 months ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Jun 15, 2021Updated 4 years ago
- A list of all public EEG-datasets☆2,920Oct 17, 2025Updated 4 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆144Nov 25, 2023Updated 2 years ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆701Jul 24, 2024Updated last year
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆103May 30, 2025Updated 9 months ago
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆162Updated this week
- ☆49Sep 30, 2025Updated 5 months ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆235Jul 19, 2023Updated 2 years ago
- Curated Collection of BCI resources☆1,413Feb 18, 2026Updated 2 weeks ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 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…☆24Oct 19, 2022Updated 3 years ago
- Deep Learning EEG Playground☆81Aug 15, 2024Updated last year
- 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
- ☆133Dec 8, 2022Updated 3 years ago
- ☆17Sep 20, 2022Updated 3 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆360Jul 10, 2019Updated 6 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆239May 20, 2024Updated last year
- EEG Experiments in Python☆543Jan 28, 2026Updated last month
- Algorithm to detect bursts in the EEG of preterm infants (Python version of an existing Matlab program)☆11Feb 17, 2020Updated 6 years ago
- [ICLR 2024 spotlight] Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI☆556Sep 29, 2025Updated 5 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆213May 7, 2024Updated last year
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆194May 10, 2025Updated 9 months ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆157Jul 28, 2025Updated 7 months ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago