25 citations · 37 across the 5 of their papers we have counts for
5 papers
Equivalence of Additive and Multiplicative Coupling in Spiking Neural Networks
Georg Börner, Fabio Schittler Neves, Marc Timme
Spiking neural network models characterize the emergent collective dynamics of circuits of biological neurons and help engineer neuro-inspired solutions across fields. Most dynamic…
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…
Reconfigurable Computation in Spiking Neural Networks
Fabio Schittler Neves, Marc Timme
The computation of rank ordering plays a fundamental role in cognitive tasks and offers a basic building block for computing arbitrary digital functions. Spiking neural networks ha…
Controlled Perturbation-Induced Switching in Pulse-Coupled Oscillator Networks
Fabio Schittler Neves, Marc Timme
Pulse-coupled systems such as spiking neural networks exhibit nontrivial invariant sets in the form of attracting yet unstable saddle periodic orbits where units are synchronized i…