Neural network have impressively demonstrated the capability of modeling spatial information. On the other hand, the application of parallel distributed models to processing of temporal data has been restricted in several places. Here in this research work the technique that is being used, adds the dimensions of time to the well known Back-Propagation neural network algorithm. In space time neural network, the synaptic weights between two artificial neurons are replaced with an adaptable - adjustable filter. Instead of single synaptic weight, it provides a plurality of weights, which...