Matrix representation and simulation algorithm of numerical spiking neural P systems

被引：11

作者：

Ballesteros, Korsie J. ^{[1
]}

Cailipan, Dionne Peter P. ^{[1
]}

de la Cruz, Ren Tristan A. ^{[1
]}

Cabarle, Francis George C. ^{[1
]}

Adorna, Henry N. ^{[1
]}

机构：

[1] Univ Philippines, Dept Comp Sci, Algorithms & Complex, Quezon City 1101, Philippines

来源：

JOURNAL OF MEMBRANE COMPUTING | 2022年 / 4卷 / 01期

关键词：

Spiking neural P systems; Numerical P systems; Matrix representation; Simulation;

D O I：

10.1007/s41965-022-00093-7

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Spiking neural P systems (SNP systems) are biologically inspired models of computation based on the firing behavior of neurons. Variations of these systems have been proposed to solve more specific problems. A more recent variation called the numerical spiking neural P systems combines concepts from SNP systems and numerical P systems to create a new model of computation. This model allows continuous production functions and, in effect, allows for faster computation. In this work, we propose a matrix representation and a corresponding simulation algorithm for NSNP systems. Having a matrix representation and a simulation algorithm allows for testing of solutions in silico. We also present an NSNP system that solves the subset sum problem, and use the matrix representation and simulation algorithm to obtain the solution.

引用

页码：41 / 55

页数：15

共 21 条

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PROCESSES, 2021, 9 (04)

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[9] A web-based visual simulator for spiking neural P systems [J].

Dupaya, Annysia Glynis S. ;

Galano, Anica Clarice Antonella P. ;

Cabarle, Francis George C. ;

de la Cruz, Ren Tristan ;

Ballesteros, Korsie J. ;

Lazo, Prometheus Peter L. .

JOURNAL OF MEMBRANE COMPUTING, 2022, 4 (01) :21-40

[10] Snapse: A Visual Tool for Spiking Neural P Systems [J].

Fernandez, Aleksei Dominic C. ;

Fresco, Reyster M. ;

Cabarle, Francis George C. ;

de la Cruz, Ren Tristan A. ;

Macababayao, Ivan Cedric H. ;

Ballesteros, Korsie J. ;

Adorna, Henry N. .

PROCESSES, 2021, 9 (01) :1-24

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