An enhanced memory algorithmic processor ("MAP") architecture for multiprocessor computer systems comprises an 
assembly that may comprise, for example, field programmable gate arrays ("FPGAs") functioning as the memory algorithmic processors. The MAP elements may further include an 
operand storage, intelligent address generation, 
on board function libraries, result storage and 
multiple input / output ("I / O") ports. The MAP elements are intended to augment, not necessarily replace, the high performance microprocessors in the 
system and, in a particular embodiment of the present invention, they may be connected through the memory subsystem of the computer 
system resulting in it being very tightly coupled to the 
system as well as being globally accessible from any processor in a multiprocessor computer system.