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:
- Implementation of Deep SPDNet in pytorch☆70Updated 2 years ago
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆37Updated 7 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
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆47Updated 4 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆49Updated last year
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆62Updated 4 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Updated 5 years ago
- Multi-task learning framework (see Jayaram et al. 2016) written in MATLAB. Python version is in pyMTL☆14Updated 8 years ago
- Covariance toolbox for matlab, including riemannian geometry☆119Updated 9 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
- ☆18Updated 5 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆44Updated 2 years ago
- Canonical Correlation Analysis, Variational CCA☆26Updated 7 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆24Updated 4 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Updated 4 years ago
- Used as transfer learning deep learning toolbox for matlab☆13Updated 10 years ago
- Generalized Canonical Correlation Analysis☆51Updated 8 years ago
- Adaptive riemannian geometry toolbox☆11Updated 6 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆22Updated 6 years ago
- Targeting EEG/LFP synchrony with neural nets☆17Updated 6 years ago
- ☆15Updated 7 years ago
- For my current research.☆38Updated 7 years ago
- The implementation of ICSC: Domain Adaptation via Incremental Confidence Samples into Classification☆10Updated 3 years ago
- The code for an EEG feature filtering and disguising model☆14Updated 4 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 5 years ago
- Deep Generative Multi-view Model (DGMM)☆35Updated 6 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆22Updated 2 years ago
- EEG physics models and adversarily trained RNNs for improved signal processing, data augmentation, and manifold generation.☆14Updated 5 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Updated 7 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆41Updated 5 years ago