135 citations · 271 across the 3 of their papers we have counts for
3 papers
q-bio.MN2006★ 135 cited
Optimal signal processing in small stochastic biochemical networks
Etay Ziv, Ilya Nemenman, Chris H. Wiggins
We quantify the influence of the topology of a transcriptional regulatory network on its ability to process environmental signals. By posing the problem in terms of information the…
q-bio.QM2004★ 105 cited
An Information-Theoretic Approach to Network Modularity
Etay Ziv, Manuel Middendorf, Chris Wiggins
Exploiting recent developments in information theory, we propose, illustrate, and validate a principled information-theoretic algorithm for module discovery and resulting measure o…
cond-mat.dis-nn2003★ 31 cited
Systematic identification of statistically significant network measures
Etay Ziv, Robin Koytcheff, Manuel Middendorf +1
We present a novel graph embedding space (i.e., a set of measures on graphs) for performing statistical analyses of networks. Key improvements over existing approaches include disc…