Pinned Loading

1. TransformerGAN TransformerGAN Public

   This project aims to foster the usage of Transformers as generative models to sample artificial multivariate time series. Thereby, the latent space is shaped using a GAN-principle

   Python 12

2. DiffusionModel DiffusionModel Public

   In this project a diffusion model is applied to learn a generative process to sample artificial images from noise

   Python 1

3. Uncertainty-estimation-for-timeseries-prediction Uncertainty-estimation-for-timeseries-prediction Public

   The Generalized Gauss-Newton method is used to estimate uncertainty in timeseries prediction

   Python

4. Reservoir-computing-for-periodic-modeling Reservoir-computing-for-periodic-modeling Public

   This is a work-in-progess project to model the periodic behavior of superimposed sine waves by the use of an Echo State Network

   Python

5. Aswendt-Lab/AIDAconnect Aswendt-Lab/AIDAconnect Public

   Mouse brain network analysis of rs-fMRI and DTI data using graph theory

   MATLAB 9 4