On the Universality of Spiking Neural P Systems With Multiple Channels and Autapses

被引：2
|
作者：
Ning, Xin [1 ,2 ]
Yang, Guanyi [3 ,4 ]
Sun, Zhang [3 ,4 ,5 ]
Song, Xiaoxiao [3 ,4 ]
机构：
[1] State Grid Sichuan Elect Power Res Inst, Chengdu 610041, Sichuan, Peoples R China
[2] Power Internet Things Key Lab Sichuan Prov, Chengdu 610041, Sichuan, Peoples R China
[3] Xihua Univ, Sch Elect Engn & Elect Informat, Chengdu 610039, Sichuan, Peoples R China
[4] Xihua Univ, Key Lab Fluid & Power Machinery, Minist Educ, Chengdu 610039, Sichuan, Peoples R China
[5] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 611756, Sichuan, Peoples R China
来源：
IEEE ACCESS | 2024年 / 12卷
关键词：
Membrane computing; spiking neural P systems; multiple channels; autapses; universality; RULES;
D O I：
10.1109/ACCESS.2024.3353619
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 (SN P systems) abstract the structure and function of neurons and nervous systems. By adopting some biological observations or mathematical considerations in SN P systems, many variants have been proposed. In this work, through combining two interesting variants, SN P systems with multiple channels (SNP-MC systems) and SN P systems with autapses (SNP-AU systems), we propose SN P systems with multiple channels and autapses (SNP-MCA systems) and research their universality. SNP-MCA systems are proved to be universal in the generation of numbers. For computing functions, a universal SNP-MCA system with 25 neurons is constructed, which requires fewer neurons than the two variants.
引用
收藏
页码：8773 / 8779
页数：7
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