Neuronal representation of analog variables in population codes have been discussed. Basic tiling properties of V1 receptive fields have been derived from signal-to-noise considerations. A neural implementation of transformations using synaptic coupling weights has been discussed. The neuronal dynamics has been mapped onto linear control theory.

Keywords:

Neurobiological vision, V1, Spike timing, Population codes, Signal-to-noise ratio, SNR, Neural dynamics, Linear control theory

Lecture #10834

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