I installed anew a PC with dos 622 and WIN 311 + MS Office 4.0

Everything goes fine except that at times I have no mouse and no keyboard at start.

Could it be the Bios batteries that are coming out of service ?

How to find and replace them ?
My computer is a IBM with a 80486 in 386 spread mode. Thanks for any advice