Experiments on Self-Supervised Learning on EEG data
☆19Jun 20, 2020Updated 5 years ago
Alternatives and similar repositories for eegssl
Users that are interested in eegssl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- code related to Shirvalkar et al. 2023 - Nature Neuroscience☆10May 22, 2023Updated 3 years ago
- A toolbox to decode raw time-domain EEG using features.☆21Apr 11, 2019Updated 7 years ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆34Mar 30, 2026Updated last month
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53May 16, 2023Updated 3 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Sep 19, 2025Updated 8 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.
- ☆12Feb 12, 2023Updated 3 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28May 10, 2019Updated 7 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆31Apr 22, 2025Updated last year
- deepmeg recurrent encoder☆25Jun 22, 2022Updated 3 years ago
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆15Oct 21, 2021Updated 4 years ago
- Unified Bayesian Estimator of EEG Reference at Infinity: rREST (Regularized Reference Electrode Standardization Technique)☆12Jun 27, 2022Updated 3 years ago
- Codes repository for the computation of consciousness scores using brain-heart coupling information☆10Apr 28, 2021Updated 5 years ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated last year
- A Matlab Toolbox for correcting EEG artifacts using Riemannian Artifact Subspace Reconstruction.☆34Sep 3, 2020Updated 5 years ago
- AI Agents on 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.
- Extracting Relationships by Multi-Domain Matching☆11Mar 21, 2019Updated 7 years ago
- GitHub pages for mne-tools☆14Updated this week
- various Matlab statistics functions☆14Apr 24, 2025Updated last year
- The SIM-ONE Framework: World's first architecture for governed cognition. Achieves AGI-level capabilities through 9-protocol cognitive go…☆17Oct 12, 2025Updated 7 months ago
- Tensorflow 2.0 implementation of Adversarial Autoencoders☆20May 13, 2019Updated 7 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86May 12, 2024Updated 2 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆111Jul 11, 2023Updated 2 years ago
- The BrainBeats toolbox, implemented as an EEGLAB plugin, allows joint processing and analysis of EEG and cardiovascular signals (ECG/PPG)…☆15May 14, 2026Updated last week
- ☆18Sep 4, 2019Updated 6 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.
- Perform EEG Channel selection with Gumbel-softmax☆14Jan 5, 2021Updated 5 years ago
- Scripts in Matlab to run neurofeedback session☆48Apr 23, 2026Updated 3 weeks ago
- Official code for "Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data" pa…☆23Jan 30, 2022Updated 4 years ago
- Tensorflow 2.0 implementation of Deep Autoregressive Models☆30Sep 14, 2021Updated 4 years ago
- VAEs and nonlinear ICA: a unifying framework☆42Jun 16, 2020Updated 5 years ago
- MNE-Features software for extracting features from multivariate time series☆159Mar 16, 2026Updated 2 months ago
- Preprocessing tools for MEG/EEG☆14Nov 14, 2018Updated 7 years ago
- Simulation on different pipelines to analyse functional connectivity from EEG data☆12Jun 23, 2023Updated 2 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13May 10, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Used as transfer learning deep learning toolbox for matlab☆13Aug 31, 2015Updated 10 years ago
- Python package for the analysis of EEG data from BrainVision's 'Analyzer' and 'Recorder'. Used methods are Phase-locking factor and Phase…☆14Nov 24, 2018Updated 7 years ago
- EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty☆46Nov 2, 2021Updated 4 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆12Apr 17, 2022Updated 4 years ago
- This is the companion repo for WPF Succinctly by Buddy James. Published by Syncfusion.☆15Jan 12, 2018Updated 8 years ago
- Multi-task regression in Python☆25Feb 3, 2021Updated 5 years ago
- Coordinate Descent Fuzzy Twin Support Vector Machine for Classification☆11Jan 13, 2018Updated 8 years ago