量子电子学报, 2005, 22 (2): 192, 网络出版: 2006-05-15
量子神经动力学分析
Analysis of the quantum neurodynamics
量子信息 量子计算 量子神经计算 量子神经动力学 quantum information quantum neural computation quantum computation quantum neurodynamics
摘要
量子计算与神经计算的结合是当前人工神经网络理论发展的一个前沿课题,由此而产生的量子神经计算范式具有很高的理论价值,我们在量子理论基本原理的基础上讨论了把量子理论引入神经计算领域的可能性和可行性,并详细分析量子神经的动力学行为,为以后建立量子神经网络和研究量子神经网络的学习算法打下了坚实的理论基础.最后简单讨论了一些与量子神经计算有关的其它问题.
Abstract
Quantum neural computation is a new paradigm based on the combination of classical neural computation and quantum computation, and it has the value for theoretic study and the potential of application, The intrinsic relation between the two computational paradigms was discussed. The theoretical foundation of the quantum neurodynamics were analyzed in detail. Finally some other related problems about quantum neural computation were discussed.
钟艳花, 余永权, 余晓敏. 量子神经动力学分析[J]. 量子电子学报, 2005, 22(2): 192. 钟艳花, 余永权, 余晓敏. Analysis of the quantum neurodynamics[J]. Chinese Journal of Quantum Electronics, 2005, 22(2): 192.
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