The paper presents an alternative hardware solution to be implemented on low cost microcontroller for mobile robot navigation . a RAM based weightless neural network (WNN)was considered as the heart of he controller caused by the advantage of its ease and simplicity implementation in cheaper hardware. the structure of the WNN wa well appopriate to realize the expriment for intelligent mobile robots. the hardware implementation gives massive parallelism of neural networks and good recognition and low cost modification.