The effectiveness of various stimulus identification (decoding) proce- dures for extracting the information carried by the responses of a pop- ulation of neurons to a set of repeatedly presented stimuli is studied analytically, in the limit of short time windows. It is shown that in this limit, the entire information content of the responses can sometimes be decoded, and when this is not the case, the lost information is quantified.
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