Review on performance of neuron architecture

Neural architecture classification using spiking circuits is the main aim. Producing an algorithm that functions like our neural system is a dream come true. Since memory is non volatile and parallel processing is required the only solution found was, the memristor. A non linear electrical component with two passive terminals. The main criteria is to design a complex programming algorithm which is same as neural network designed by us. Achieving this practically, boosts up confidence in nano biological simulations.