activity
20142021
most citedInformed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

806 citations · 1k across the 10 of their papers we have counts for

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Showing q-bio.NCShow all

5 papers · 1 filter

q-bio.NC2018★ 26 cited

Conditions for wave trains in spiking neural networks

Johanna Senk, Karolína Korvasová, Jannis Schuecker +4

Spatiotemporal patterns such as traveling waves are frequently observed in recordings of neural activity. The mechanisms underlying the generation of such patterns are largely unkn…

q-bio.NC2016★ 22 cited

Integration of continuous-time dynamics in a spiking neural network simulator

Jan Hahne, David Dahmen, Jannis Schuecker +4

Contemporary modeling approaches to the dynamics of neural networks consider two main classes of models: biologically grounded spiking neurons and functionally inspired rate-based…

q-bio.NC2016★ 89 cited

Optimal sequence memory in driven random networks

Jannis Schuecker, Sven Goedeke, Moritz Helias

Autonomous randomly coupled neural networks display a transition to chaos at a critical coupling strength. We here investigate the effect of a time-varying input on the onset of ch…

q-bio.NC2015★ 37 cited

Fundamental activity constraints lead to specific interpretations of the connectome

Jannis Schuecker, Maximilian Schmidt, Sacha J. van Albada +2

The continuous integration of experimental data into coherent models of the brain is an increasing challenge of modern neuroscience. Such models provide a bridge between structure…

q-bio.NC2014

Reduction of colored noise in excitable systems to white noise and dynamic boundary conditions

Jannis Schuecker, Markus Diesmann, Moritz Helias

A recent study on the effect of colored driving noise on the escape from a metastable state derives an analytic expression of the transfer function of the leaky integrate-and-fire…