Information loss in an optimal maximum likelihood decoding

Details Information loss in an optimal maximum likelihood decoding Information loss in an optimal maximum likelihood decoding

2001-10-26

arxiv.org/abs/physics/0110074v1

Physics

Biological Physics

5 pages, no figures, to be published in Neural Computation

Scientific paper

The mutual information between a set of stimuli and the elicited neural responses is compared to the corresponding decoded information. The decoding procedure is presented as an artificial distortion of the joint probabilities between stimuli and responses. The information loss is quantified. Whenever the probabilities are only slightly distorted, the information loss is shown to be quadratic in the distortion

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