Zobrazeno 1 - 10
of 354
pro vyhledávání: '"Priesemann, Viola"'
Tasks that require information about the world imply a trade-off between the time spent on observation and the variance of the response. In particular, fast decisions need to rely on uncertain information. However, standard estimates of information p
Externí odkaz:
http://arxiv.org/abs/2307.07794
Autor:
Makkeh, Abdullah, Graetz, Marcel, Schneider, Andreas C., Ehrlich, David A., Priesemann, Viola, Wibral, Michael
Despite the impressive performance of biological and artificial networks, an intuitive understanding of how their local learning dynamics contribute to network-level task solutions remains a challenge to this date. Efforts to bring learning to a more
Externí odkaz:
http://arxiv.org/abs/2306.02149
Autor:
Rudelt, Lucas, Marx, Daniel González, Spitzner, F. Paul, Cramer, Benjamin, Zierenberg, Johannes, Priesemann, Viola
A core challenge for the brain is to process information across various timescales. This could be achieved by a hierarchical organization of temporal processing through intrinsic mechanisms (e.g., recurrent coupling or adaptation), but recent evidenc
Externí odkaz:
http://arxiv.org/abs/2305.13427
Autor:
Wagner, Joel, Bauer, Simon, Contreras, Sebastian, Fleddermann, Luk, Parlitz, Ulrich, Priesemann, Viola
Classically, endemic diseases are expected to display relatively stable, predictable infection dynamics. Indeed, diseases like influenza show yearly recurring infection waves that can be anticipated accurately enough to develop and distribute new vac
Externí odkaz:
http://arxiv.org/abs/2305.15427
Autor:
Contreras, Sebastian, Oróstica, Karen Y., Daza-Sanchez, Anamaria, Wagner, Joel, Dönges, Philipp, Medina-Ortiz, David, Jara, Matias, Verdugo, Ricardo, Conca, Carlos, Priesemann, Viola, Olivera-Nappa, Álvaro
Publikováno v:
Chaos, Solitons & Fractals 167, 113093 (2023)
Genomic surveillance of infectious diseases allows monitoring circulating and emerging variants and quantifying their epidemic potential. However, due to the high costs associated with genomic sequencing, only a limited number of samples can be analy
Externí odkaz:
http://arxiv.org/abs/2301.07951
Autor:
Dehning, Jonas, Mohr, Sebastian B., Contreras, Sebastian, Dönges, Philipp, Iftekhar, Emil N., Schulz, Oliver, Bechtle, Philip, Priesemann, Viola
Publikováno v:
Nature Communications 14, 122 (2023)
Large-scale events like the UEFA Euro~2020 football (soccer) championship offer a unique opportunity to quantify the impact of gatherings on the spread of COVID-19, as the number and dates of matches played by participating countries resembles a rand
Externí odkaz:
http://arxiv.org/abs/2301.07659
Autor:
Doenges, Philipp, Götz, Thomas, Krueger, Tyll, Niedzielewski, Karol, Priesemann, Viola, Schaefer, Moritz
Households play an important role in disease dynamics. Many infections happening there due to the close contact, while mitigation measures mainly target the transmission between households. Therefore, one can see households as boosting the transmissi
Externí odkaz:
http://arxiv.org/abs/2301.04355
Autor:
Kekić, Armin, Dehning, Jonas, Gresele, Luigi, von Kügelgen, Julius, Priesemann, Viola, Schölkopf, Bernhard
Early on during a pandemic, vaccine availability is limited, requiring prioritisation of different population groups. Evaluating vaccine allocation is therefore a crucial element of pandemics response. In the present work, we develop a model to retro
Externí odkaz:
http://arxiv.org/abs/2212.08498
Autor:
Ehrlich, David A., Schneider, Andreas C., Priesemann, Viola, Wibral, Michael, Makkeh, Abdullah
Publikováno v:
Transactions on Machine Learning Research (TMLR), 05/2023
In neural networks, task-relevant information is represented jointly by groups of neurons. However, the specific way in which this mutual information about the classification label is distributed among the individual neurons is not well understood: W
Externí odkaz:
http://arxiv.org/abs/2209.10438
Publikováno v:
Nat. Rev. Phys. (2022)
Complex systems are fascinating because their rich macroscopic properties emerge from the interaction of many simple parts. Understanding the building principles of these emergent phenomena in nature requires assessing natural complex systems experim
Externí odkaz:
http://arxiv.org/abs/2209.05548