Repository for the SPDTransNet model, a Transformer-based architecture to analyze sequences of SPD matrices without loss of their Riemannian structure, and said model's SP-MHA (or Structure-Preserving Multihead Attention) component.
☆38Oct 15, 2024Updated 2 years ago
Alternatives and similar repositories for SPDTransNet
Users that are interested in SPDTransNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆11Apr 18, 2023Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆66Oct 12, 2022Updated 4 years ago
- (CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks☆15Feb 5, 2025Updated last year
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆13Feb 4, 2026Updated 8 months ago
- ☆17Nov 23, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆10Sep 9, 2024Updated 2 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated last year
- ☆14Sep 5, 2023Updated 3 years ago
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆71Jun 5, 2021Updated 5 years ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 4 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 5 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆87Sep 26, 2026Updated last month
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆14Dec 9, 2021Updated 4 years ago
- ☆58Dec 7, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆21Mar 2, 2026Updated 7 months ago
- SPDlearn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization☆41Oct 19, 2026Updated last week
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- Temporal information enhanced EEGNet☆14Feb 27, 2023Updated 3 years ago
- Various tools for EEG/MEG data analysis.☆11Aug 27, 2026Updated 2 months ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated last year
- Covariance Data Frames for Predictive M/EEG Pipelines☆36Mar 30, 2026Updated 7 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 4 years ago
- This repository contains the code of the paper "Riemannian dimensionality reduction for Symmetric Positive Definite Matrices".☆10Feb 6, 2025Updated last year
- [NeurIPS 2025] NeurIPT: Foundation Model for Neural Interfaces☆11Mar 2, 2026Updated 7 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆36Oct 11, 2021Updated 5 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆38May 16, 2025Updated last year
- 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
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆77Feb 12, 2026Updated 8 months ago
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆15Nov 26, 2025Updated 11 months ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 5 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
- ☆18Sep 18, 2020Updated 6 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 3 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆23Dec 6, 2025Updated 10 months ago
- Digital Signal Processing for Big EEGs☆13Feb 9, 2026Updated 8 months ago
- 本仓库致力于收集和分享与**EEG（脑电图）**相关的研究论文。目标是创建一个协作学习的平台，让所有对EEG技术、应用和创新感兴趣的人都能在 这里学习、分享和共同进步。无论你是学生、研究人员还是EEG爱好者，都可以在这里找到最新的论文、分享自己的见解，并贡献自己的知识。☆21Jul 4, 2026Updated 3 months ago