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» Mutual Information, Fisher Information and Population Coding
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NECO
1998
53views more  NECO 1998»
13 years 4 months ago
Mutual Information, Fisher Information and Population Coding
Nicolas Brunel, Jean-Pierre Nadal
NECO
2002
65views more  NECO 2002»
13 years 4 months ago
Optimal Short-Term Population Coding: When Fisher Information Fails
Matthias Bethge, David Rotermund, Klaus Pawelzik
ICONIP
2004
13 years 6 months ago
Variational Information Maximization for Neural Coding
Abstract. Mutual Information (MI) is a long studied measure of coding efficiency, and many attempts to apply it to population coding have been made. However, this is a computationa...
Felix V. Agakov, David Barber
NIPS
2001
13 years 6 months ago
Correlation Codes in Neuronal Populations
Population codes often rely on the tuning of the mean responses to the stimulus parameters. However, this information can be greatly suppressed by long range correlations. Here we...
Maoz Shamir, Haim Sompolinsky
ADT
2005
13 years 4 months ago
Bounds on mutual information for simple codes using information combining
For coded transmission over a memoryless channel, two kinds of mutual information are considered: the mutual information between a code symbol and its noisy observation and the ove...
Ingmar Land, Simon Huettinger, Peter A. Hoeher, Jo...