The datasheet for the AD620B presents a circuit using a single 0-5V supply. The trick is that the input signals can't be too close to either end of the supply (IIRC, circa 1.2V within either end: so for 0-5V supply, the -IN is 1.2 and the +IN is 3.8 - or thereabouts)so it is impossible to use single power supply !!
There are inverter ICs that can produce your negative voltage rail - the Intersil ICL7660 is one such IC, which can either double a voltage or invert (It is a lot more efficient at inverting, whereas doubling involves a couple of diode drops: 2Vin - 2Vf)