Xilinx make Field Programmable Gate Arrays. Probably some custom glue logic to tie it all together.
Searching part numbers on Google is an exercise in futility these days, so if you want to do some research on those ICs, I suggest http://www.octopart.com.
They sound like very high end cards for the day. Any idea what bus they're made for? The dates are pre Nubus, PCI and probably ISA as well. Maybe S-100? Apple II?