activity
19942023
most citedThe information bottleneck method

2.4k citations · 11.4k across the 104 of their papers we have counts for

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Showing 2020Show all

7 papers · 1 filter

q-bio.MN2020★ 9 cited

Transcription-dependent spatial organization of a gene locus

Lev Barinov, Sergey Ryabichko, William Bialek +1

There is growing appreciation that gene function is connected to the dynamic structure of the chromosome. Here we explore the interplay between three-dimensional structure and tran…

q-bio.MN2020★ 33 cited

Trading bits in the readout from a genetic network

Marianne Bauer, Mariela D. Petkova, Thomas Gregor +2

In genetic networks, information of relevance to the organism is represented by the concentrations of transcription factor molecules. In order to extract this information the cell…

q-bio.NC2020★ 2 cited

Exploring a strongly non-Markovian animal behavior

Vasyl Alba, Gordon J. Berman, William Bialek +1

A freely walking fly visits roughly 100 stereotyped states in a strongly non-Markovian sequence. To explore these dynamics, we develop a generalization of the information bottlenec…

physics.bio-ph2020★ 2 cited

Searching for sequence features that control DNA flexibility

Yaojun Zhang, Aakash Basu, Taekjip Ha +1

Modern genomics experiments measure functional behaviors for many thousands of DNA sequences. We suggest that, especially when these sequences are chosen at random, it is natural t…

q-bio.NC2020★ 61 cited

What do we mean by the dimensionality of behavior?

William Bialek

There is growing effort in the "physics of behavior" that aims at complete quantitative characterization of animal movements under more complex, naturalistic conditions. One reacti…

cond-mat.stat-mech2020★ 2 cited

What makes it possible to learn probability distributions in the natural world?

William Bialek, Stephanie E. Palmer, David J. Schwab

Organisms and algorithms learn probability distributions from previous observations, either over evolutionary time or on the fly. In the absence of regularities, estimating the und…