caa a22 4500 463196082 CHVBK 20180406164923.0 cr unu---uuuuu 170326e20071201xx s 000 0 eng 10.1007/s10773-007-9437-8 doi (NATIONALLICENCE)springer-10.1007/s10773-007-9437-8 Quantum M-P Neural Network [Elektronische Daten] [Rigui Zhou, Qiulin Ding] Quantum Neural Network (QNN) is a young and outlying science built upon the combination of classical neural network and quantum computing. Making use of quantum linear superposition, this paper presents a quantum M-P neural network based on the analysis of the conventional M-P neural network. Moreover, the working principle of this proposed network and its corresponding weight updating algorithm are expatiated in the two cases of input state being in the orthogonal and non-orthogonal basic set, respectively. In addition, this paper not only validates that this quantum M-P network can realize some network functions, such as "XOR”, but also verifies the feasibility and validity of its weight learning algorithm by some simple examples. Springer Science+Business Media, LLC, 2007 Quantum M-P neural network nationallicence Weight updating algorithm nationallicence Quantum state nationallicence Zhou Rigui Department of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, 210016, Nanjing, Jiangsu, China aut Ding Qiulin Department of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, 210016, Nanjing, Jiangsu, China aut International Journal of Theoretical Physics Springer US; http://www.springer-ny.com 46/12(2007-12-01), 3209-3215 0020-7748 46:12<3209 2007 46 10773 https://doi.org/10.1007/s10773-007-9437-8 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s10773-007-9437-8 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Zhou Rigui Department of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, 210016, Nanjing, Jiangsu, China aut NATIONALLICENCE 700 1- Ding Qiulin Department of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, 210016, Nanjing, Jiangsu, China aut NATIONALLICENCE 773 0- International Journal of Theoretical Physics Springer US; http://www.springer-ny.com 46/12(2007-12-01), 3209-3215 0020-7748 46:12<3209 2007 46 10773 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer