My interest lies in the role of variability in cortex. Is the large response variability observed on all scales in physiological data a nuisance or part of the code? I.e. does the brain work because of the variability or despite the noise? I analyse cortical recordings using spike train statistics and machine learning methods as well as simulations to investigate this question.