Dynamics-of-Neural-Systems-Lab / RVGPLinks
A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis and to regularise vector fields using global structures.
☆25Updated last year
Alternatives and similar repositories for RVGP
Users that are interested in RVGP are comparing it to the libraries listed below
Sorting:
- Project repo for gpSLDS☆15Updated 11 months ago
- ☆33Updated last year
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Updated last week
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆85Updated 7 months ago
- ☆34Updated last month
- ☆24Updated 2 years ago
- ☆12Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆30Updated 4 years ago
- Demixed Shared Component Analysis☆13Updated 5 years ago
- The framework for inferring Langevin dynamics from spike data☆48Updated 7 months ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆50Updated last year
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆22Updated 8 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆13Updated 4 years ago
- Estimating Noise Correlations in Neural Populations with Wishart Processes☆10Updated last year
- Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics☆12Updated last year
- Higher-Order Interactions☆43Updated 2 months ago
- ☆22Updated last year
- Exercises and examples for the latent dynamics workshop☆19Updated 5 months ago
- A nonlinear time series analysis toolbox☆12Updated 3 years ago
- Toolbox for laminar inference with MEG☆20Updated last month
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆93Updated 4 months ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆51Updated last month
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 5 years ago
- ☆31Updated last year
- large scale variational Gaussian state-space models☆14Updated last week
- Reverse engineering of Metacognition toolbox☆18Updated last month
- Development of HSSM package☆106Updated last week
- HiDimStat: High-dimensional statistical inference tool for Python☆30Updated last week
- NeuroTask: A Benchmark Dataset for Multi-Task Neural Analysis☆13Updated 8 months ago