343 citations · 5.3k across the 112 of their papers we have counts for
8 papers · 1 filter
Volatile Memory Motifs: Minimal Spiking Neural Networks
Fabio Schittler Neves, Marc Timme
How spiking neuronal networks encode memories in their different time and spatial scales constitute a fundamental topic in neuroscience and neuro-inspired engineering. Much attenti…
Stochastic facilitation in heteroclinic communication channels
Giovanni Sirio Carmantini, Fabio Schittler Neves, Marc Timme +1
Biological neural systems encode and transmit information as patterns of activity tracing complex trajectories in high-dimensional state-spaces, inspiring alternative paradigms of…
Inferring network connectivity from event timing patterns
Jose Casadiego, Dimitra Maoutsa, Marc Timme
Reconstructing network connectivity from the collective dynamics of a system typically requires access to its complete continuous-time evolution although these are often experiment…
Guiding synchrony through random networks
Sven Jahnke, Marc Timme, Raoul-Martin Memmesheimer
Sparse random networks contain structures that can be considered as diluted feed-forward networks. Modeling of cortical circuits has shown that feed-forward structures, if strongly…
Sequential Desynchronization in Networks of Spiking Neurons with Partial Reset
Christoph Kirst, Theo Geisel, Marc Timme
The response of a neuron to synaptic input strongly depends on whether or not it has just emitted a spike. We propose a neuron model that after spike emission exhibits a partial re…
Designing Complex Networks
Raoul-Martin Memmesheimer, Marc Timme
We suggest a new perspective of research towards understanding the relations between structure and dynamics of a complex network: Can we design a network, e.g. by modifying the fea…