Search Results - "Nieters, Pascal"

Spike synchrony as a measure of Gestalt structure by Zemliak, Viktoria, Mayer, Julius, Nieters, Pascal, Pipa, Gordon

“…The function of spike synchrony is debatable: some researchers view it as a mechanism for binding perceptual features, others – as a byproduct of brain…”
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A trajectory-based loss function to learn missing terms in bifurcating dynamical systems by Vortmeyer-Kley, Rahel, Nieters, Pascal, Pipa, Gordon

“…Missing terms in dynamical systems are a challenging problem for modeling. Recent developments in the combination of machine learning and dynamical system…”
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Dendritic plateau potentials can process spike sequences across multiple time-scales by Leugering, Johannes, Nieters, Pascal, Pipa, Gordon

“…The brain constantly processes information encoded in temporal sequences of spiking activity. This sequential activity emerges from sensory inputs as well as…”
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HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction by Mozaffari, Amirpasha, Langguth, Michael, Gong, Bing, Ahring, Jessica, Campos, Adrian Rojas, Nieters, Pascal, Escobar, Otoniel José Campos, Wittenbrink, Martin, Baumann, Peter, Schultz, Martin G.

“…Machine learning (ML) applications in weather and climate are gaining momentum as big data and the immense increase in High-performance computing (HPC) power…”
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Learning COVID-19 Regional Transmission Using Universal Differential Equations in a SIR model by Rojas-Campos, Adrian, Stelz, Lukas, Nieters, Pascal

“…Highly-interconnected societies difficult to model the spread of infectious diseases such as COVID-19. Single-region SIR models fail to account for incoming…”
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