Small universal simple spiking neural P systems with weights

被引:43
作者
Zeng XiangXiang [1 ,2 ]
Pan LinQiang [1 ]
Perez-Jimenez, Mario J. [2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Automat, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
[2] Univ Seville, Dept Comp Sci & Artificial Intelligence, E-41012 Seville, Spain
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
bio-inspired computing; membrane computing; P system; spiking neural P system; universal computing device;
D O I
10.1007/s11432-013-4848-z
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Spiking neural P systems with weights (WSN P systems, for short) are a new variant of spiking neural P systems, where the rules of a neuron are enabled when the potential of that neuron equals a given value. It is known that WSN P systems are universal by simulating register machines. However, in these universal systems, no bound is considered on the number of neurons and rules. In this work, a restricted variant of WSN P systems is considered, called simple WSN P systems, where each neuron has only one rule. The complexity parameter, the number of neurons, to construct a universal simple WSN P system is investigated. It is proved that there is a universal simple WSN P system with 48 neurons for computing functions; as generator of sets of numbers, there is an almost simple (that is, each neuron has only one rule except that one neuron has two rules) and universal WSN P system with 45 neurons.
引用
收藏
页码:1 / 11
页数:11
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