neerajwagh / evaluating-eeg-representationsView external linksLinks
Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
☆19Jul 12, 2023Updated 2 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
Sorting:
- ☆13Sep 5, 2023Updated 2 years ago
- Implementation of rASR filtering.☆28Jun 8, 2021Updated 4 years ago
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆13Nov 26, 2025Updated 2 months ago
- Digital Signal Processing for Big EEGs☆13Jan 16, 2026Updated 3 weeks ago
- Various tools for EEG/MEG data analysis.☆10Nov 6, 2025Updated 3 months ago
- 【清华大学《计算机动画原理与算法》大作业】MPM fluid simulation and surface reconstruction using Taichi; A path tracer implemented by LuisaCompute python front…☆14Jan 16, 2024Updated 2 years ago
- ☆10Mar 28, 2022Updated 3 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last week
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- BandRatios project repository: Electrophysiological Frequency Band Ratio Measures Conflate Periodic and Aperiodic Neural Activity.☆14Oct 29, 2023Updated 2 years ago
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆14Jan 18, 2024Updated 2 years ago
- ☆13Mar 5, 2024Updated last year
- MPM benchmarks☆15Oct 5, 2023Updated 2 years ago
- Python implementation of a 2D Smoothed Particle Hydrodynamics (SPH) simulation for simulating fluid behavior in a dam break scenario.☆12Aug 10, 2023Updated 2 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 3 months ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Standard Material Point Method 2D code for beginners☆14Aug 7, 2021Updated 4 years ago
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 2 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 2 years ago
- ☆41Feb 5, 2026Updated last week
- An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment☆16Dec 5, 2024Updated last year
- Causal Dynamic Network Modeling☆14Feb 21, 2019Updated 6 years ago
- ☆72Aug 30, 2023Updated 2 years ago
- Code of "Deep invariant networks with differentiable augmentation layers"☆18Oct 26, 2022Updated 3 years ago
- A MLS-MPM based 3D fluid system simulation implemented with Taichi☆22Feb 6, 2024Updated 2 years ago
- CS230 Project: Deep Learning for PDE☆40Jun 10, 2018Updated 7 years 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
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Aug 25, 2022Updated 3 years ago
- ☆19Jun 10, 2022Updated 3 years ago
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆50Apr 25, 2024Updated last year
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆46Dec 6, 2020Updated 5 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆51Jan 31, 2024Updated 2 years ago
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆24Dec 13, 2021Updated 4 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Jun 15, 2021Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- Python scripts to perform DG simulations of 2D + 3D wave equations☆19Jul 30, 2015Updated 10 years ago
- ☆18Sep 18, 2020Updated 5 years ago