Stimulus-dependent Maximum Entropy Models of Neural Population Codes
Stimulus-dependent Maximum Entropy Models of Neural Population Codes
Neural populations encode information about their stimulus in a collective fashion, by joint activity patterns of spiking and silence. A full account of this mapping from stimulus to neural activity is given by the conditional probability distribution over neural codewords given the sensory input. For large populations, direct sampling of …