80 citations · 118 across the 8 of their papers we have counts for
4 papers · 1 filter
Spike sorting in the frequency domain with overlap detection
Dima Rinberg, William Bialek, Hanan Davidowitz +1
This paper deals with the problem of extracting the activity of individual neurons from multi-electrode recordings. Important aspects of this work are: 1) the sorting is done in tw…
How many clusters? An information theoretic perspective
Susanne Still, William Bialek
Clustering provides a common means of identifying structure in complex data, and there is renewed interest in clustering as a tool for the analysis of large data sets in many field…
Entropy and inference, revisited
Ilya Nemenman, Fariel Shafee, William Bialek
We study properties of popular near-uniform (Dirichlet) priors for learning undersampled probability distributions on discrete nonmetric spaces and show that they lead to disastrou…
The information bottleneck method
Naftali Tishby, Fernando C. Pereira, William Bialek
We define the relevant information in a signal as being the information that this signal provides about another signal $y\in \Y$. Examples include the information that fac…