Understanding Convolutional Neural Networks

When you see an image of a cat, how do you (your brain, that is) recognize that there is a cat in the image? And how do you tell the difference between a cat and a dog even though you haven't seen the specific animals before? These are tough questions to answer. How would you program a computer to recognize a cat in an image? A random cat placed randomly in an image that is.