1)EPROM
2)PAL
3)CPLD
All programmble logic devices.
The MACH chip almost certainly is the "guts" of the design.
I doubt that anyone not connected to the Fastlane design will be able to provide details on upgrading.
However it would be interesting if anyone with a Fastlane 256 could "dump" the contents of these three chips