47 citations · 73 across the 4 of their papers we have counts for
4 papers
Impact of noise and damage on collective dynamics of scale-free neuronal networks
D. Holstein, A. V. Goltsev, J. F. F. Mendes
We study the role of scale-free structure and noise in collective dynamics of neuronal networks. For this purpose, we simulate and study analytically a cortical circuit model with…
Optimal Markov Approximations and Generalized Embeddings
Detlef Holstein, Holger Kantz
Based on information theory, we present a method to determine an optimal Markov approximation for modelling and prediction from time series data. The method finds a balance between…
Entropies in case of continuous time
Detlef Holstein
Information theory on a time-discrete setting in the framework of time series analysis is generalized to the time-continuous case. Considerations of the Roessler and Lorenz dynamic…
Precursors of extreme increments
Sarah Hallerberg, Eduardo G. Altmann, Detlef Holstein +1
We investigate precursors and predictability of extreme increments in a time series. The events we are focusing on consist in large increments within successive time steps. We are…