Tree crowns are complex, three‐dimensional structures whose morphology varies among species, individuals and environments. Although light detection and ranging (LiDAR) provides high‐resolution, single‐tree point clouds that advance species discrimination and the assessment of intraspecific variation in situ, cr...
Ladislav Hodač, Tristan Nauber, Jana Wäldchen et al.· Methods in Ecology and Evolu...· 0 citations
Networks that behave alike now can still learn differently when training continues. Work on loss of plasticity and critical periods shows that the path to a state shapes what follows; it does not show whether the path carries information that a measurement of the state itself misses. We ask when the training history of...
In taxonomic research, traditional phylogenetic tree and structure analyses of genetic data are increasingly complemented by machine-learning-based identification and representation learning. Although the amount of DNA data needed to train state-of-the-art machine learning models often exceeds what can realistically be...
Lara M. Kösters, Kevin Karbstein, Ladislav Hodač et al.· PLoS Computational Biology· 0 citations
These results establish practical design rules for applying RNN-based surrogates in model-driven design and optimization of memristive devices and establish practical design rules for applying RNN-based surrogates in model-driven design and optimization of memristive devices.
Somayeh Rezaei, Benjamin Spetzler, Patrick Mäder· APL Machine Learning· 0 citations
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