Inner GPS
Prof O'Keefe, from University College London, discovered the first part of the brain's internal positioning system in 1971.
On hearing about winning the prize, he said: "I'm totally delighted and thrilled, I'm still in a state of shock, it's the highest accolade you can get."
His work showed that a set of nerve cells became activated whenever a rat was in one location in a room.