13 citations · 24 across the 4 of their papers we have counts for
4 papers
Connectivity structure and dynamics of nonlinear recurrent neural networks
David G. Clark, Owen Marschall, Alexander van Meegen +1
Studies of the dynamics of nonlinear recurrent neural networks often assume independent and identically distributed couplings, but large-scale connectomics data indicate that biolo…
The Distribution of Unstable Fixed Points in Chaotic Neural Networks
Jakob Stubenrauch, Christian Keup, Anno C. Kurth +2
We analytically determine the number and distribution of fixed points in a canonical model of a chaotic neural network. This distribution reveals that fixed points and dynamics are…
Usage and Scaling of an Open-Source Spiking Multi-Area Model of Monkey Cortex
Sacha Jennifer van Albada, Jari Pronold, Alexander van Meegen +1
We are entering an age of `big' computational neuroscience, in which neural network models are increasing in size and in numbers of underlying data sets. Consolidating the zoo of m…
A Microscopic Theory of Intrinsic Timescales in Spiking Neural Networks
Alexander van Meegen, Sacha J. van Albada
A complex interplay of single-neuron properties and the recurrent network structure shapes the activity of cortical neurons. The single-neuron activity statistics differ in general…