What board holds microchips or integrated circuits and the circuitry that connects these chips?

The board that holds microchips and electronic circuity is called a printed circuit board (PCB).

More information: http://en.wikipedia.org/wiki/Printed_circuit_board

I do not agree with the above answer... i believe the correct answer you are looking for is an "adapter card".