Invited presentation at CNS2006 workshop on 'Methods of Information Theory in Computational Neuroscience'. Title: 'Estimating mutual information by Bayesian Binning'. Content: largely covered by our 2005 IEEE Trans. Inf. Theo. paper, plus results from single cells from high-level visual cortex.