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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...

The Digital Revolution: Unraveling the Science of Modern Electronics is a comprehensive exploration of digital electronics, from fundamental concepts to advanced applications. This book delves into the principles of number systems, binary arithmetic, Boolean algebra, and logic gates, forming the backbone of modern computing and digital circuits.It systematically covers essential topics such as combinational and sequential circuits, memory devices, programmable logic devices (PLDs), and real-world applications of digital electronics. Readers will gain insights into the advantages of digital...

The book provides a layout of how caching can be used for effective communication in case of wireless networks. Also a new algorithm was derived to provide the solution of packet loss in case of any one weak sensor node over the network. Detect the weak sensor node over the network and then block it or set its load to the minimum. Instead of transferring data on this node, it will be pass on from the surrounding nodes. Performed the delay analysis by comparing the throughput with the Expected output and in this case data transmission is secure. The algorithm will provide the better solution...