The "chipset" often connects the CPU to RAM, PCI, AGP slots and may have the IDE and other interfaces in those chipsets.

The differences are subtle and revolve around memory support and speeds.

Beyond that, you will research such in motherboard reviews or reading developer guides and more.

Hint: This space is too small to dive too deeply.