An important goal of mathematical neuroscience is to understand the coding principles\ngoverning the behaviour of sensory systems under stimulation. Here, we investigate\nthe theory of efficient coding in nenral sensory systems using linear models\nof neuronal response, as well as network models of neuronal interactions in sensory\ncortex.