This paper presents parallel simulator for artificial neural networks development. This simulator uses the intrinsic neuron parallelism of the connectionist models to map neural networks onto shared memory MIMD general purpose parallel computers. Due to this method, the simulator is more especially dedicated to large biologically inspired neural networks.