2.4k citations · 11.4k across the 104 of their papers we have counts for
8 papers · 1 filter
Cooperativity, sensitivity and noise in biochemical signaling
William Bialek, Sima Setayeshgar
Cooperative interactions among the binding of multiple signaling molecules is a common mechanism for enhancing the sensitivity of biological signaling systems. It is widely assumed…
Ambiguous model learning made unambiguous with 1/f priors
Gurinder Singh Atwal, William Bialek
What happens to the optimal interpretation of noisy data when there exists more than one equally plausible interpretation of the data? In a Bayesian model-learning framework the an…
Weak pairwise correlations imply strongly correlated network states in a neural population
Elad Schneidman, Michael J. Berry, Ronen Segev +1
Biological networks have so many possible states that exhaustive sampling is impossible. Successful analysis thus depends on simplifying hypotheses, but experiments on many systems…
Information based clustering
Noam Slonim, Gurinder Singh Atwal, Gasper Tkacik +1
In an age of increasingly large data sets, investigators in many different disciplines have turned to clustering as a tool for data analysis and exploration. Existing clustering me…
Information based clustering: Supplementary material
Noam Slonim, Gurinder Singh Atwal, Gasper Tkacik +1
This technical report provides the supplementary material for a paper entitled "Information based clustering", to appear shortly in Proceedings of the National Academy of Sciences…
Should you believe that this coin is fair?
William Bialek
Faced with a sequence of N binary events, such as coin flips (or Ising spins), it is natural to ask whether these events reflect some underlying dynamic signals or are just random.…