confused configure processors and cores

I'm confused how to allocate values for Processors and Cores to virtual machines and how the relate to the physical machine.

I'm running a quad core I7 - I assume this means 1 processor with 4 cores. But then what about virtual processors on the physical machine?

Can anyone help with my understanding and what to allocate the the virtual machines (max and min)

Thanks.