A lower bound for the rate-distortion function of spike sources that is asymptotically tight

摘要

This paper presents a Shannon-type lower bound on the rate-distortion (RD) function of the Bernoulli-Gaussian spike source. The lower bound is valid in all distortion regimes and asymptotically tight for small distortions.