80 citations · 266 across the 15 of their papers we have counts for
5 papers · 1 filter
Rediscovering the power of pairwise interactions
William Bialek, Rama Ranganathan
Two recent streams of work suggest that pairwise interactions may be sufficient to capture the complexity of biological systems ranging from protein structure to networks of neuron…
Cell biology: Networks, regulation, pathways
Gasper Tkacik, William Bialek
This review was written for the Encyclopedia of Complexity and System Science (Springer-Verlag, Berlin, 2008), and is intended as a guide to the growing literature which approaches…
Information and fitness
Samuel F. Taylor, Naftali Tishby, William Bialek
The growth rate of organisms depends both on external conditions and on internal states, such as the expression levels of various genes. We show that to achieve a criterion mean gr…
Efficient representation as a design principle for neural coding and computation
William Bialek, Rob R. de Ruyter van Steveninck, Naftali Tishby
Does the brain construct an efficient representation of the sensory world? We review progress on this question, focusing on a series of experiments in the last decade which use fly…
Faster solutions of the inverse pairwise Ising problem
Tamara Broderick, Miroslav Dudik, Gasper Tkacik +2
Recent work has shown that probabilistic models based on pairwise interactions-in the simplest case, the Ising model-provide surprisingly accurate descriptions of experiments on re…