133 citations · 592 across the 16 of their papers we have counts for
16 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,…
Mapping the evolution of scientific fields
Mark Herrera, David C. Roberts, Natali Gulbahce
Despite the apparent cross-disciplinary interactions among scientific fields, a formal description of their evolution is lacking. Here we describe a novel approach to study the dyn…
Spontaneous Reaction Silencing in Metabolic Optimization
Takashi Nishikawa, Natali Gulbahce, Adilson E. Motter
Metabolic reactions of single-cell organisms are routinely observed to become dispensable or even incapable of carrying activity under certain circumstances. Yet, the mechanisms as…
The art of community detection
Natali Gulbahce, Sune Lehmann
Networks in nature possess a remarkable amount of structure. Via a series of data-driven discoveries, the cutting edge of network science has recently progressed from positing that…
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…