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cond-mat.dis-nn2002
Representational capacity of a set of independent neurons
Ines Samengo, Alessandro Treves
The capacity with which a system of independent neuron-like units represents a given set of stimuli is studied by calculating the mutual information between the stimuli and the neu…
cond-mat.dis-nn2001
Replica symmetric evaluation of the information transfer in a two-layer network in presence of continuous+discrete stimuli
Valeria Del Prete, Alessandro Treves
In a previous report we have evaluated analytically the mutual information between the firing rates of N independent units and a set of multi-dimensional continuous+discrete stimul…