Memory cycles - Number of cycles you consumed to access the memory. Like for transferring one word you need 2 memory cycle.
Cpu cycles - Number of Cpu cycles you consumed for doing the processing. Like Addition, the operation takes 2 CPU cycles.
Now any instruction can be a combination of both memory cycles or cpu cycles.