sylvchev / riemannianPCA
Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation
☆12Updated 2 years ago
Alternatives and similar repositories for riemannianPCA
Users that are interested in riemannianPCA are comparing it to the libraries listed below
Sorting:
- M/EEG brain age benchmark paper☆28Updated 2 years ago
- ☆10Updated last year
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆21Updated 2 years ago
- Open-source software package (HERMES) for the analysis of functional and effective brain connectivity from neurological data (e.g. MEG, E…☆13Updated 6 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆11Updated 2 months ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆23Updated 2 years ago
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆12Updated last year
- How EEG preprocessing shapes decoding performance☆12Updated this week
- ☆12Updated last year
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆12Updated 2 years ago
- ☆9Updated last year
- Covariance Data Frames for Predictive M/EEG Pipelines☆32Updated last year
- resources related to papers☆13Updated 10 months ago
- 🧠 EEG Processing pipeline that annotates continuous data☆28Updated last week
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆15Updated 3 months ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆24Updated 6 months ago
- Source localization and connectivity analysis of high-density EEG data☆9Updated 4 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆13Updated 8 months ago
- Implementation of rASR filtering.☆26Updated 3 years ago
- ☆10Updated 3 years ago
- ☆39Updated this week
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆42Updated last year
- ☆24Updated 2 weeks ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆12Updated 3 years ago
- ☆13Updated last year
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆11Updated 2 years ago
- Code accompanying publication on GED tutorial☆32Updated 3 years ago
- A list of examples for Machine Learning: Transformers, Large Language Models, Keras for Deep Learning, Transfer Learning with PyTorch for…☆16Updated last month
- Code helper for BEETL competition☆11Updated 3 years ago