2 papers
stat.ML2021
Slope and generalization properties of neural networks
Anton Johansson, Niklas Engsner, Claes Strannegård +1
Neural networks are very successful tools in for example advanced classification. From a statistical point of view, fitting a neural network may be seen as a kind of regression, wh…
cs.LG2019
Lifelong Learning Starting From Zero
Claes Strannegård, Herman Carlström, Niklas Engsner +3
We present a deep neural-network model for lifelong learning inspired by several forms of neuroplasticity. The neural network develops continuously in response to signals from the…