Apparently that's what they intended originally. They wanted Morpheus to show a CPU instead of a battery to Neo in that scene. But they decided to not do that,

Apparently that's what they intended originally. They wanted Morpheus to show a CPU instead of a battery to Neo in that scene. But they decided to not do that, because they thought that the audience would not understand what that is.