diff --git a/README.md b/README.md new file mode 100644 index 0000000..a32b2bb --- /dev/null +++ b/README.md @@ -0,0 +1,7 @@ +# Partially Bayesian neural network correcting neural network +Implementantion of the neural network architecture described in the paper ([doi.org/10.48550/arXiv.2310.08055](https://doi.org/10.48550/arXiv.2310.08055)). +The network uses a Bayesian convolutional layer combined with deterministic convolutional and dense layers and a probabilistic output layer. +The output layer is modelled as a gamma process. For more details, see the paper above and the [Specnet architecture](https://github.com/Valensicv/Specnet) and the associated paper. + +# References +If you find the software useful, please cite ([doi.org/10.48550/arXiv.2310.08055](https://doi.org/10.48550/arXiv.2310.08055)).