I frequently see some memories described in terms of total capacity, and bus-width. Usually ExPROMs, but still...
At 27C512 is a 512Kbit EPROM in x8 organization, for example. A 24C04 is a 4kbit EEPROM. And a 62256 is a 256Kbit Static Ram in x8 configuration. It all depends on where the comma is. "2k x 8" really ought to mean a 16kbit memory, but "2k, x8" is unfortunately common as well, and sometimes the comma is forgotten.
Read your datasheets.