Thanks for posting the link to Peter Norvig's wonderful paper, "Warning Signs in Experimental Design and Interpretation". Having this kind of basic statistical knowledge makes it possible to critically evaluate all types of scientific research. While it may be hard to gauge the significance of neuroscience research without being an expert in the field, you can easily weed out a lot of junk science if you can tell that an experimental design can't possibly deliver statistically valid results.