651 citations · 2.5k across the 55 of their papers we have counts for
7 papers · 1 filter
Available observation time regulates optimal balance between sensitivity and confidence
Sahel Azizpour, Viola Priesemann, Johannes Zierenberg +1
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…
A General Framework for Interpretable Neural Learning based on Local Information-Theoretic Goal Functions
Abdullah Makkeh, Marcel Graetz, Andreas C. Schneider +3
Despite the impressive performance of biological and artificial networks, an intuitive understanding of how their local learning dynamics contribute to network-level task solutions…
Societal self-regulation induces complex infection dynamics and chaos
Joel Wagner, Simon Bauer, Sebastian Contreras +3
Classically, endemic infectious diseases are expected to display relatively stable, predictable infection dynamics. Accordingly, basic disease models such as the susceptible-infect…
Signatures of hierarchical temporal processing in the mouse visual system
Lucas Rudelt, Daniel González Marx, F. Paul Spitzner +3
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 m…
Model-based assessment of sampling protocols for infectious disease genomic surveillance
Sebastian Contreras, Karen Y. Oróstica, Anamaria Daza-Sanchez +8
Genomic surveillance of infectious diseases allows monitoring circulating and emerging variants and quantifying their epidemic potential. However, due to the high costs associated…
Impact of the Euro 2020 championship on the spread of COVID-19
Jonas Dehning, Sebastian B. Mohr, Sebastian Contreras +5
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 a…
SIR-Model for Households
Philipp Doenges, Thomas Götz, Tyll Krueger +3
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 ho…