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Network information and connected correlations
Elad Schneidman, Susanne Still, Michael J. Berry +1
Entropy and information provide natural measures of correlation among elements in a network. We construct here the information theoretic analog of connected correlation functions:…
An information theoretic approach to the functional classification of neurons
Elad Schneidman, William Bialek, Michael J. Berry
A population of neurons typically exhibits a broad diversity of responses to sensory inputs. The intuitive notion of functional classification is that cells can be clustered so tha…
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…