ME 1 losing connection

We are using 6 ME-1s with our GLD console. We are having issues with the ME1s losing connection every so often. We change connector cables and it works again and then a few hours later it’ll go out. We switched the first ME1 in the line with another device to see if that one had some glitch but then it happened again. Any ideas? Thank you in advance!