96 citations · 96 across the 3 of their papers we have counts for
3 papers
cs.IT2008★ 96 cited
Estimating the entropy of binary time series: Methodology, some theory and a simulation study
Y. Gao, I. Kontoyiannis, E. Bienenstock
Partly motivated by entropy-estimation problems in neuroscience, we present a detailed and extensive comparison between some of the most popular and effective entropy estimation me…
q-bio.NC2007
From the entropy to the statistical structure of spike trains
Yun Gao, Ioannis Kontoyiannis, Elie Bienenstock
We use statistical estimates of the entropy rate of spike train data in order to make inferences about the underlying structure of the spike train itself. We first examine a number…
cs.NE2002
Covariance Plasticity and Regulated Criticality
Elie Bienenstock, Daniel Lehmann
We propose that a regulation mechanism based on Hebbian covariance plasticity may cause the brain to operate near criticality. We analyze the effect of such a regulation on the dyn…