The last decade has seen an explosion of techniques for recording large-scale neuroscience data, such as calcium imaging and multi-unit electrode arrays.
However, understanding this data is still extremely challenging. One reason that it is so challenging is due to the fact that the brain is a computational system, and many fundamental techniques in statistical analysis might not be appropriate....