This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
☆1,492May 2, 2022Updated 3 years ago
Alternatives and similar repositories for arl-eegmodels
Users that are interested in arl-eegmodels 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.☆1,147Jul 20, 2025Updated 8 months ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆362Jul 10, 2019Updated 6 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆762Jul 2, 2020Updated 5 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,182Updated this week
- A list of all public EEG-datasets☆2,933Oct 17, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆282Nov 21, 2022Updated 3 years ago
- Mother of All BCI Benchmarks☆951Updated this week
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆709Jul 24, 2024Updated last year
- Outdated, see new https://github.com/braindecode/braindecode☆331May 11, 2020Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆325Nov 29, 2025Updated 3 months ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆239May 20, 2024Updated last year
- Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python☆745Updated this week
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆330Mar 23, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python☆3,311Updated this week
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆223Oct 5, 2017Updated 8 years ago
- Pytorch implementation of EEGNet.☆53Oct 27, 2022Updated 3 years ago
- ☆133Dec 8, 2022Updated 3 years ago
- ☆93Sep 5, 2021Updated 4 years ago
- EEG Experiments in Python☆544Updated this week
- Python + EEG/MEG = PyEEG☆259Jan 18, 2024Updated 2 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆68May 13, 2020Updated 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.
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆407Feb 27, 2024Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- ☆200Aug 5, 2022Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆163Mar 3, 2026Updated 3 weeks ago
- EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD☆745Updated this week
- 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
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 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 source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆184Oct 8, 2022Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆47Jan 4, 2024Updated 2 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
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Apr 16, 2021Updated 4 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Jan 10, 2026Updated 2 months ago
- EEG Sleep stage classification using CNN with Keras☆184Jun 17, 2024Updated last year
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Sep 22, 2023Updated 2 years ago