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.
☆37Oct 15, 2024Updated last year
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☆12Apr 18, 2023Updated 3 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.☆12Feb 4, 2026Updated 3 months ago
- ☆14Sep 5, 2023Updated 2 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆17Nov 23, 2021Updated 4 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆65Oct 12, 2022Updated 3 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- Sleep staging from ECG, assisted with EEG☆24May 26, 2022Updated 3 years ago
- ☆55Dec 7, 2023Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆51Nov 19, 2023Updated 2 years ago
- Temporal information enhanced EEGNet☆14Feb 27, 2023Updated 3 years ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 5 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.
- This repository holds the "Fully automated landmarking and facial segmentation on 3D photographs" files☆30Oct 23, 2023Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 6 months ago
- Various tools for EEG/MEG data analysis.☆10Mar 12, 2026Updated 2 months ago
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆34Mar 30, 2026Updated last month
- Open-source EEG neurofeedback for meditation and many more☆17May 17, 2025Updated last year
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆14Nov 26, 2025Updated 5 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 4 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29May 10, 2021Updated 5 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆86Jan 10, 2026Updated 4 months ago
- ☆18Sep 18, 2020Updated 5 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆76Feb 12, 2026Updated 3 months ago
- Digital Signal Processing for Big EEGs☆13Feb 9, 2026Updated 3 months ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆55Jun 2, 2023Updated 2 years ago
- This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic s…☆34Mar 24, 2022Updated 4 years ago
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Nov 2, 2022Updated 3 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.
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- Ruby gem used to load, validate, and parse European Data Format files. Used for batch testing EDFs for errors.☆14Mar 1, 2019Updated 7 years ago
- Multiple Transformation Function Estimation for Image Enhancement☆22Oct 20, 2024Updated last year
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 3 years ago
- code for LMDA☆89Jul 14, 2023Updated 2 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆46Sep 19, 2023Updated 2 years ago