A serial array processor may have an execution unit, which is comprised of a multiplicity of single bit arithmetic logic units (ALUs), and which may perform parallel operations on a subset of all the words in memory by serially accessing and processing them, one bit at a time, while an instruction unit of the processor is pre-fetching the next instruction, a word at a time, in a manner orthogonal to the execution unit.