Running and the brain

In my AP Psychology class I read an article about how running helps brain development. There was a study done with high school students where one group ran for 30 minutes before a test and another group that did not. The group that ran before the test performed much better. I love running, and want to know how running and exercise can affect brain development, brain performance, and memory retention.