1 code implementation • NeurIPS 2023 • Pieter-Jan Hoedt, Günter Klambauer
By studying signal propagation through layers with non-negative weights, we are able to derive a principled weight initialisation for ICNNs.
1 code implementation • 13 Jan 2021 • Pieter-Jan Hoedt, Frederik Kratzert, Daniel Klotz, Christina Halmich, Markus Holzleitner, Grey Nearing, Sepp Hochreiter, Günter Klambauer
MC-LSTMs set a new state-of-the-art for neural arithmetic units at learning arithmetic operations, such as addition tasks, which have a strong conservation law, as the sum is constant over time.
no code implementations • 10 Nov 2019 • Frederik Kratzert, Daniel Klotz, Johannes Brandstetter, Pieter-Jan Hoedt, Grey Nearing, Sepp Hochreiter
Climate change affects occurrences of floods and droughts worldwide.