Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
☆20Jul 12, 2023Updated 3 years ago
Alternatives and similar repositories for evaluating-eeg-representations
Users that are interested in evaluating-eeg-representations are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Sep 5, 2023Updated 3 years ago
- M/EEG brain age benchmark paper☆33Feb 28, 2023Updated 3 years ago
- Various tools for EEG/MEG data analysis.☆11Aug 27, 2026Updated 3 weeks ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 3 years ago
- ☆13Mar 5, 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.
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆17Jun 11, 2023Updated 3 years ago
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆14Nov 26, 2025Updated 9 months ago
- Digital Signal Processing for Big EEGs☆13Feb 9, 2026Updated 7 months ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆14Dec 9, 2021Updated 4 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 5 years ago
- ☆79Aug 30, 2023Updated 3 years ago
- An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment☆18Dec 5, 2024Updated last year
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆13Feb 4, 2026Updated 7 months ago
- Implementation of rASR filtering.☆27Jun 8, 2021Updated 5 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.
- Temporal information enhanced EEGNet☆14Feb 27, 2023Updated 3 years ago
- BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.☆14Oct 29, 2023Updated 2 years ago
- Code of "Deep invariant networks with differentiable augmentation layers"☆18Oct 26, 2022Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆31Sep 23, 2021Updated 5 years ago
- iOS Client for Epic Pet Wars (2009)☆11Feb 27, 2015Updated 11 years ago
- ☆213Aug 5, 2022Updated 4 years ago
- Multivariate Dictionary Learning Algorithm☆27Jan 15, 2024Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 10 months ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 3 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.
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Jul 10, 2019Updated 7 years ago
- ☆18May 14, 2024Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆50Oct 27, 2022Updated 3 years ago
- A framework for simplying BCI workflow in clinical applications☆24Updated this week
- BCI/NF real-time processing and classification pipeline☆21Apr 17, 2026Updated 5 months ago
- ☆44Aug 29, 2026Updated 3 weeks ago
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆14Jan 18, 2024Updated 2 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆19Apr 25, 2025Updated last year
- ☆11Dec 4, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆18Sep 18, 2020Updated 6 years ago
- A simple example of VAEs with KANs☆12May 17, 2024Updated 2 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant☆44Dec 22, 2021Updated 4 years ago
- [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application☆37Dec 18, 2024Updated last year
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆72Aug 15, 2022Updated 4 years ago
- ☆11Sep 21, 2024Updated 2 years ago