GitZH-Chen / SPDMLRLinks
(CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks
☆14Updated 10 months ago
Alternatives and similar repositories for SPDMLR
Users that are interested in SPDMLR are comparing it to the libraries listed below
Sorting:
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Updated 3 years ago
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 5 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- ☆26Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆29Updated last year
- This is a community implementation of EEG-ConvTransformer☆17Updated 2 years ago
- ☆68Updated 2 years ago
- ☆14Updated 2 years ago
- This is the official GitHub repo for "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"☆10Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Updated last year
- Matlab code for SBLEST algorithm☆44Updated last year
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18Updated 3 years ago
- ☆13Updated 2 years ago
- Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆28Updated 7 months ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 years ago
- [IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification☆11Updated last year
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 7 months ago
- ☆14Updated 8 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆65Updated 6 months ago
- ☆16Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆61Updated 2 years ago
- PyTorch implementation for the paper "The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG…☆14Updated 2 months ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆15Updated last year
- (ICLR24) A Lie Group Approach to Riemannian Batch Normalization.☆19Updated 9 months ago
- Four commonly used operations on the symmetric positive definite manifold☆27Updated 3 years ago
- [KBS 2025] Time-Frequency Transform Based Cross-Subject EEG Data Augmentation☆18Updated 4 months ago
- ☆32Updated last year