The article seems to be describing something more like traditional computer memory (encoded in an electrically stable configuration of switches) than the memory

The article seems to be describing something more like traditional computer memory (encoded in an electrically stable configuration of switches) than the memory of a recurrent neural network (encoded in the pattern of underlying connections). In biological terms that might be comparable to the distinction between short-term memory and long-term memory.