zhenxingjian / SPD-SRU
This is the code for the paper Statistical Recurrent Models on Manifold valued Data
☆17Updated 3 years ago
Alternatives and similar repositories for SPD-SRU:
Users that are interested in SPD-SRU are comparing it to the libraries listed below
- This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017☆37Updated 6 years ago
- Implementation of Deep SPDNet in pytorch☆64Updated last year
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆54Updated 3 years ago
- Targeting EEG/LFP synchrony with neural nets☆16Updated 6 years ago
- Dimensionality reduction based on distance preservation to local mean for symmetric positive definite matrices☆10Updated 7 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆46Updated last year
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Updated 4 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆45Updated 4 years ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆25Updated 3 years ago
- An implementation of Deep Generalized Canonical Correlation Analysis (DGCCA or Deep GCCA) with pytorch.☆49Updated 4 years ago
- Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets☆33Updated 5 years ago
- ☆11Updated 3 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Updated 3 years ago
- WICA: nonlinear weighted ICA☆12Updated last year
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆55Updated 2 years ago
- Experiments on Self-Supervised Learning on EEG data☆18Updated 4 years ago
- Generalized Canonical Correlation Analysis☆50Updated 7 years ago
- The code for the ICIP 2019 submission☆25Updated 6 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆22Updated 3 years ago
- This is the official GitHub repo for "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"☆10Updated last year
- Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox☆24Updated 6 years ago
- ☆28Updated 6 years ago
- Self-supervised learning for EEG☆25Updated 4 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 years ago
- CCAs for looking into DNNs☆70Updated 4 years ago
- ☆31Updated 4 years ago
- Canonical Correlation Analysis, Variational CCA☆24Updated 6 years ago
- Wasserstein Based Domain Adaptation Model☆46Updated 6 years ago