44 citations · 181 across the 20 of their papers we have counts for
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q-bio.NC2013★ 1 cited
The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction
Ross S. Williamson, Maneesh Sahani, Jonathan W. Pillow
Stimulus dimensionality-reduction methods in neuroscience seek to identify a low-dimensional space of stimulus features that affect a neuron's probability of spiking. One popular m…
cs.IT2013★ 6 cited
Bayesian Entropy Estimation for Countable Discrete Distributions
Evan Archer, Il Memming Park, Jonathan Pillow
We consider the problem of estimating Shannon's entropy from discrete data, in cases where the number of possible symbols is unknown or even countably infinite. The Pitman-Yor…