adavoudi / DPLMLinks
Dimensionality reduction based on distance preservation to local mean for symmetric positive definite matrices
☆10Updated 8 years ago
Alternatives and similar repositories for DPLM
Users that are interested in DPLM are comparing it to the libraries listed below
Sorting:
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆38Updated 6 years ago
- Implementation of Deep SPDNet in pytorch☆66Updated 2 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆46Updated 4 years ago
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 4 years ago
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆56Updated 4 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆48Updated last year
- Targeting EEG/LFP synchrony with neural nets☆16Updated 6 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Updated 4 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆43Updated 2 years ago
- Adaptive riemannian geometry toolbox☆11Updated 6 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆23Updated 4 years ago
- Covariance toolbox for matlab, including riemannian geometry☆119Updated 9 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Updated 5 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- Used as transfer learning deep learning toolbox for matlab☆13Updated 10 years ago
- EEG physics models and adversarily trained RNNs for improved signal processing, data augmentation, and manifold generation.☆14Updated 5 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆20Updated 2 years ago
- Self-supervised learning for EEG☆26Updated 5 years ago
- This is the official GitHub repo for "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"☆10Updated 2 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆21Updated 3 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆40Updated 5 years ago
- Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"☆14Updated 6 years ago
- ☆18Updated 5 years ago
- The implementation of ICSC: Domain Adaptation via Incremental Confidence Samples into Classification☆10Updated 2 years ago
- The code for an EEG feature filtering and disguising model☆14Updated 4 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Updated 7 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆22Updated 3 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆16Updated 5 years ago
- Feature-level domain adaptation☆11Updated 6 years ago