275 citations · 507 across the 17 of their papers we have counts for
17 papers
Learning, Generalization, and Functional Entropy in Random Automata Networks
Alireza Goudarzi, Christof Teuscher, Natali Gulbahce +1
It has been shown \citep{broeck90:physicalreview,patarnello87:europhys} that feedforward Boolean networks can learn to perform specific simple tasks and generalize well if only a s…
Emergent Criticality Through Adaptive Information Processing in Boolean Networks
Alireza Goudarzi, Christof Teuscher, Natali Gulbahce +1
We study information processing in populations of Boolean networks with evolving connectivity and systematically explore the interplay between the learning capability, robustness,…
Emergent Network Structure, evolvable Robustness and non-linear Effects of Point Mutations in an Artificial Genome Model
Thimo Rohlf, Christopher R. Winkler
Genetic regulation is a key component in development, but a clear understanding of the structure and dynamics of genetic networks is not yet at hand. In this paper we investigate t…
Morphogenesis by coupled regulatory networks: Reliable control of positional information and proportion regulation
Thimo Rohlf, Stefan Bornholdt
Based on a non-equilibrium mechanism for spatial pattern formation we study how position information can be controlled by locally coupled discrete dynamical networks, similar to ge…
Self-organized criticality and adaptation in discrete dynamical networks
Thimo Rohlf, Stefan Bornholdt
It has been proposed that adaptation in complex systems is optimized at the critical boundary between ordered and disordered dynamical regimes. Here, we review models of evolving d…
Assessing Random Dynamical Network Architectures for Nanoelectronics
Christof Teuscher, Natali Gulbahce, Thimo Rohlf
Independent of the technology, it is generally expected that future nanoscale devices will be built from vast numbers of densely arranged devices that exhibit high failure rates. O…