11 citations · 57 across the 17 of their papers we have counts for
3 papers · 1 filter
Neural Logic Rule Layers
Jan Niclas Reimann, Andreas Schwung
Despite their great success in recent years, deep neural networks (DNN) are mainly black boxes where the results obtained by running through the network are difficult to understand…
Learning the Non-linearity in Convolutional Neural Networks
Gavneet Singh Chadha, Andreas Schwung
We propose the introduction of nonlinear operation into the feature generation process in convolutional neural networks. This nonlinearity can be implemented in various ways. First…
Generalized Dilation Neural Networks
Gavneet Singh Chadha, Jan Niclas Reimann, Andreas Schwung
Vanilla convolutional neural networks are known to provide superior performance not only in image recognition tasks but also in natural language processing and time series analysis…