Zobrazeno 1 - 10
of 59
pro vyhledávání: '"Sebastian Otte"'
Autor:
Coşku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte
Publikováno v:
Applied Artificial Intelligence, Vol 37, Iss 1 (2023)
The finite volume neural network (FINN) is an exception among recent physics-aware neural network models as it allows the specification of arbitrary boundary conditions (BCs). FINN can generalize and adapt to various prescribed BC values not provided
Externí odkaz:
https://doaj.org/article/3b4665d9574446829d590c25571f31b7
Publikováno v:
Frontiers in Neurorobotics, Vol 16 (2022)
Flexible, goal-directed behavior is a fundamental aspect of human life. Based on the free energy minimization principle, the theory of active inference formalizes the generation of such behavior from a computational neuroscience perspective. Based on
Externí odkaz:
https://doaj.org/article/3f1daad442204133899df7c069d3bd7f
Autor:
Volker Wulfmeyer, Juan Manuel Valencia Pineda, Sebastian Otte, Matthias Karlbauer, Martin V. Butz, Temple R. Lee, Verena Rajtschan
Publikováno v:
Boundary-Layer Meteorology. 186:337-371
Measurements of three flux towers operated during the land atmosphere feedback experiment (LAFE) are used to investigate relationships between surface fluxes and variables of the land–atmosphere system. We study these relations by means of two mach
Autor:
Timothy Praditia, Matthias Karlbauer, Sebastian Otte, Sergey Oladyshkin, Martin V. Butz, Wolfgang Nowak
Publikováno v:
Water Resources Research. 58
Publikováno v:
Genetic Programming and Evolvable Machines. 23:7-35
Time series data is often composed of a multitude of individual, superimposed dynamics. We propose a novel algorithm for inferring time series compositions through evolutionary synchronization of modular networks (ESMoN). ESMoN orchestrates a set of
Autor:
Dirk Haller, Kathrin Krohn, Philip Bufler, Jair Gonzalez Marques, Sibylle Koletzko, Annecarin Brückner, Sebastian Otte, Susanne Liptay, Amira Metwaly, Mohammad Hajji, Klara Frivolt, Olaf Uhl, Tobias Schwerd, Engy Shokry, Berthold Koletzko, Mohamed Ahmed, Susanne Bechtold-Dalla Pozza, Katharina Julia Werkstetter
Publikováno v:
Clinical Nutrition. 39:3786-3796
Exclusive enteral nutrition induces remission, improves bone health and growth in paediatric Crohn's disease (CD) patients, but is highly demanding for patients. We investigated efficacy of partial enteral nutrition (PEN) on bone health, growth and c
Autor:
Coşku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, Sebastian Otte
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031159183
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6b96fb7afeb29f8d79ae29d08dfc68a6
https://doi.org/10.1007/978-3-031-15919-0_45
https://doi.org/10.1007/978-3-031-15919-0_45
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031159183
Backpropagation through time (BPTT) is the de facto standard for training recurrent neural networks (RNNs), but it is non-causal and non-local. Real-time recurrent learning is a causal alternative, but it is highly inefficient. Recently, e-prop was p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5e55ce7cf2aa7119fe2c128e862151bf
https://doi.org/10.1007/978-3-031-15919-0_40
https://doi.org/10.1007/978-3-031-15919-0_40
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031159336
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6f54a243789b601b71c83d2bbeb51d5b
https://doi.org/10.1007/978-3-031-15934-3_28
https://doi.org/10.1007/978-3-031-15934-3_28