A common octopus (Octopus vulgaris) has about 500 million neurons in its body. That’s a lot by almost any standard. Humans have many more – something like 100 billion – but the octopus is in the same range as various smaller mammals, close to the range of dogs, and cephalopods have much larger nervous systems than all other invertebrates.