Quantum perceptron network

Abstract

A novel neural network quantum perception network(QPN), is presented built upon the combination of classical perception network and quantum computing. This quantum perceptron network utilizing quantum phase adequately has the computing power that the conventional perceptron is unable to realize. Through case, performance analysis and simulation,a quantum perceptron with only one neuron can realize XOR function unrealizable with a classical perceptron having a neuron. Simple network structure can achieve comparatively complicated network function,which will throw heavy influence on the Held of artificial intelligence and control engineering. © Springer-Verlag Berlin Heidelberg 2006.