Analysis of quantum neural network learning ability

作者：Zhong, Yan hua^*; Man, Chang qing

来源：Applied Mathematics and Information Sciences, 2013, 7(2): 679-683.

DOI：10.12785/amis/072L43

• quantum neural computation
• quantum computation
• quantum neural network
• Turing machine operator

This paper represents the spatial-temporal integration of neural signals from the Quantum Hamiltonian of the system of analysis of quantum neuron. A theoretical quantum neural network model is proposed by quantum neural model of wave functions. Quantum Turing machine operator in a single step has been constructed and the study algorithm has been presented. Simulation results show that quantum neuron has a strong ability to learn. Finally some other related problems about quantum neural computation have been discussed.

• 出版日期2013-6
• 单位中国人民解放军空军航空大学; 江门职业技术学院