In this blog post, we introduce different feed-forward neural network architectures and neural ODEs. The main results emphasize the relationship between the structural design and the dynamical properties of the considered neural networks and their implications on universal embedding and universal…
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In the renowned QS World University Rankings by Subject, TUM is among the top 20 universities in the world for the first time in both natural sciences (18th place) and engineering & technology (19th place). In the rankings for six individual subjects, it ranks in the top 25, for example the 20th…
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Researchers at the Technical University of Munich (TUM) around MDSI Core Member Prof. Sandra Hirche have developed a system that helps patients learn to move their paralyzed arms and hands quickly after a stroke. This requires targeted stimulation of the muscles in the forearm and the support of an…
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Artificial intelligence (AI) will shape the future - but not all children have the same opportunities to learn how to use it. A unique educational project by the Technical University of Munich (TUM) and the Roland Berger Foundation (RBS) addresses precisely this issue: Socially disadvantaged…
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The enormous computing resources needed to train neural networks for artificial intelligence (AI) result in massive power consumption. Researchers at the Technical University of Munich (TUM) have developed a method that is 100 times faster and therefore much more energy efficient. Instead of taking…
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