Search Results
Dynamics and collapse in a power system model with voltage variation: The damping effect
2016, Ma, J., Sun, Y., Yuan, X., Kurths, J., Zhan, M.
Analysing dynamical behavior of cellular networks via stochastic bifurcations
2011, Zakharova, A., Kurths, J., Vadivasova, T., Koseska, A.
The dynamical structure of genetic networks determines the occurrence of various biological mechanisms, such as cellular differentiation. However, the question of how cellular diversity evolves in relation to the inherent stochasticity and intercellular communication remains still to be understood. Here, we define a concept of stochastic bifurcations suitable to investigate the dynamical structure of genetic networks, and show that under stochastic influence, the expression of given proteins of interest is defined via the probability distribution of the phase variable, representing one of the genes constituting the system. Moreover, we show that under changing stochastic conditions, the probabilities of expressing certain concentration values are different, leading to different functionality of the cells, and thus to differentiation of the cells in the various types.
Correlation networks from flows. The case of forced and time-dependent advection-diffusion dynamics
2016, Tupikina, L., Molkenthin, N., López, C., Hernández-García, E., Marwan, N., Kurths, J.
Local difference measures between complex networks for dynamical system model evaluation
2015, Lange, S., Donges, J.F., Volkholz, J., Kurths, J.
Noise-Aided Logic in an Electronic Analog of Synthetic Genetic Networks
2013, Hellen, E.H., Dana, S.K., Kurths, J., Kehler, E., Sinha, S.
We report the experimental verification of noise-enhanced logic behaviour in an electronic analog of a synthetic genetic network, composed of two repressors and two constitutive promoters. We observe good agreement between circuit measurements and numerical prediction, with the circuit allowing for robust logic operations in an optimal window of noise. Namely, the input-output characteristics of a logic gate is reproduced faithfully under moderate noise, which is a manifestation of the phenomenon known as Logical Stochastic Resonance. The two dynamical variables in the system yield complementary logic behaviour simultaneously. The system is easily morphed from AND/NAND to OR/NOR logic.
A new color image encryption scheme using CML and a fractional-order chaotic system
2015, Wu, X., Li, Y., Kurths, J.
An electronic analog of synthetic genetic networks
2011, Hellen, E.H., Volkov, E., Kurths, J., Dana, S.K.
An electronic analog of a synthetic genetic network known as the repressilator is proposed. The repressilator is a synthetic biological clock consisting of a cyclic inhibitory network of three negative regulatory genes which produces oscillations in the expressed protein concentrations. Compared to previous circuit analogs of the repressilator, the circuit here takes into account more accurately the kinetics of gene expression, inhibition, and protein degradation. A good agreement between circuit measurements and numerical prediction is observed. The circuit allows for easy control of the kinetic parameters thereby aiding investigations of large varieties of potential dynamics.
An efficient supervised training algorithm for multilayer spiking neural networks
2016, Xie, X., Qu, H., Liu, G., Zhang, M., Kurths, J.