The Cenozoic Era is known as the Age of Mammals.. This era is broken down into time periods according to the life forms that lived during that time. In the Paleogene Period, rodents, small horses were common and rhinoceroses and elephants first appeared. By the end, dogs, cats, and pigs became common mammals.