Memory in computer architecture is organized into cells, each identifiable by a unique address. The CPU generates memory requests with control signals to read or write data, and the number of memory cells depends on the capacity of the memory chip. Word size, which varies by processor architecture, defines the maximum bits processed at a time and affects how data is handled.