10 citations · 10 across the 1 of their papers we have counts for
4 papers
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…
Universality and individuality in a neural code
Elad Schneidman, Naama Brenner, Naftali Tishby +2
The problem of neural coding is to understand how sequences of action potentials (spikes) are related to sensory stimuli, motor outputs, or (ultimately) thoughts and intentions. On…
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…
Predictive Information
William Bialek, Naftali Tishby
Observations on the past provide some hints about what will happen in the future, and this can be quantified using information theory. The ``predictive information'' defined in thi…