Search Results for author: Sara-Viola Kuntz

Found 2 papers, 0 papers with code

Analysis of the Geometric Structure of Neural Networks and Neural ODEs via Morse Functions

no code implementations15 May 2024 Christian Kuehn, Sara-Viola Kuntz

Neural ODEs can be interpreted as an infinite depth limit of feed-forward or residual neural networks.

Embedding Capabilities of Neural ODEs

no code implementations2 Aug 2023 Christian Kuehn, Sara-Viola Kuntz

A class of neural networks that gained particular interest in the last years are neural ordinary differential equations (neural ODEs).

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