The book Spark by John Ratey is a decent read for anyone who wants to go more in-depth on this topic. The big idea that Ratey tries to get across is a reframing of exercise as something that is essential to mental health, with positive physical side-effects. There's been a lot of work recently tying exercise to increased neuroplatisity that's covered as well.
Yes, I just read this book and wholly recommend it.
John Ratey is a famous Harvard psychiatrist who wrote Driven to Distraction. In Spark: The Revolutionary New Science of Exercise and the Brain (http://www.amazon.com/Spark-Revolutionary-Science-Exercise-B...), he explains how intense aerobic exercise, like sprints or interval training, will generate the fuel that grows your brain and makes you smarter, and puts your brain chemicals in balance to improve learning esp if you have a history of partying, stress, anxiety, etc.
I have been running several miles a day for a few months, and then last week I started running sprints and noticed an immediate effect.
This is the routine I've been doing: I've been running in a field about the size of a soccer field. To start off I jog half the soccer field and then on the second lap I sprint the length of the field (about 50 yards) and then jog the remaining part. Then walk a lap to catch my breath. So one interval is three laps -- one jog, one jog/sprint, one walk -- at first I did that 4 times, and then increased it to 5, 6, 7, as you get better. When you sprint, just pump your arms and run as fast as you can. Do that 3 times a week -- every other day to let your brain and body recover. On off days, jog a few miles. He gives more details in the book.
I used to exercise to get better, and as for me, the ability I seem able to improve physically (as far as cardio endurance goes) hrough training is very limited. I saw some studies a few years ago that indicated I wasn't the only one, and about 10% of people in a well controlled study saw very limited improvement through training.
However, the mental benefits are key. So the reframing matters to me. If the purpose of cardiovascular exercise was just to run a marathon, it'd be a waste.