Deep learning model for EEG artifact removal
☆90Jun 16, 2022Updated 4 years ago
Alternatives and similar repositories for DeepSeparator
Users that are interested in DeepSeparator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆262Jul 19, 2023Updated 3 years ago
- ☆21Mar 5, 2021Updated 5 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆48Aug 24, 2022Updated 4 years ago
- Repository for Denoising EEG using GANs☆20Nov 25, 2021Updated 4 years ago
- Artifact Subspace Reconstruction for Python☆66Aug 13, 2026Updated 2 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- using unet to reconstruct signal☆45Jun 1, 2023Updated 3 years ago
- Dataset for training EEG IC classifiers.☆15Aug 29, 2021Updated 5 years ago
- General purpose denoising suite that denoises EEG/MEG/ECoG data☆10Aug 7, 2023Updated 3 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆21Jun 7, 2021Updated 5 years ago
- ☆24Mar 25, 2025Updated last year
- Diffusion for EEG☆11Jan 2, 2023Updated 3 years ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 4 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆27Apr 20, 2022Updated 4 years ago
- This repository is the official PyTorch implementation of "CLEEGN: A Convolutional Neural Network for Plug-and-Play Automatic EEG Reconst…☆11Mar 8, 2024Updated 2 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.
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆13Feb 4, 2026Updated 8 months ago
- ☆11Aug 2, 2023Updated 3 years ago
- 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
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆83Nov 21, 2025Updated 11 months ago
- PyTorch implementation of EEGDfus☆30Oct 9, 2025Updated last year
- vEpiSet: An EEG dataset for interictal epileptiform discharge with spatial distribution information☆21Dec 19, 2025Updated 10 months ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆13Nov 2, 2020Updated 6 years ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆20Sep 8, 2022Updated 4 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆231Aug 21, 2026Updated 2 months 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.
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated 2 years ago
- Machine learning for Anonymous detection of an alcoholic by EEG signals☆32Sep 16, 2021Updated 5 years ago
- ☆26May 23, 2022Updated 4 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 3 years ago
- This is the code for EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer☆19Jun 3, 2024Updated 2 years ago
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- EEG neural decoding for lower limb during gait using machine learning and neural networks☆11Mar 9, 2020Updated 6 years ago
- Tools for working with the Temple University Hospital EEG Corpus☆18Nov 6, 2020Updated 5 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆126Jun 23, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Active electrode to measure EEG. Low-noise power supply, 2 stage Amplifier, Driven Right Leg, Band-Pass Filter, ADC in one small board☆14Sep 21, 2026Updated last month
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated last year
- ☆21Jun 22, 2022Updated 4 years ago
- ☆23Updated this week
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆287Nov 21, 2022Updated 3 years ago
- Code accompanying publication on GED tutorial☆35Jan 28, 2022Updated 4 years ago
- Implements PyTorch model which updates SPD weights on Riemannian Manifold. Based on Huang, Z., & Van Gool, L. (2016). A Riemannian Netwo…☆12Mar 8, 2019Updated 7 years ago