Spiking Neural P Systems with Memory

被引:0
|
作者
Adl, Ammar [1 ]
Badr, Amr [1 ]
Farag, Ibrahim [1 ]
机构
[1] Cairo Univ, Fac Comp & Informat, Comp Sci Dept, Cairo, Egypt
关键词
Spiking neural P System; Single neuron; Shot-term memory; long-term memory; SNP A-Machine;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is an attempt to discuss the idea of memory into the area of spiking neural P Systems; we introduce a draft hybrid model of SNP system encapsulating a dynamic arrays System inside. In this device, we use the aspects of dynamic array management to construct a memory sub-system inside the atomic building block of the SNP System, which is the single neuron. And as a computing device, the proposed machine, we will call it the SNP A-Machine. We also try to visit broadly the learning mechanism for the machine, through a learning model, incorporating the time concept using some forget factor f and a recall factor r.
引用
收藏
页码:96 / 102
页数:7
相关论文
共 50 条
  • [31] Applications of spiking neural P systems in cybersecurity
    Plesa, Mihail-Iulian
    Gheorghe, Marian
    Ipate, Florentin
    Zhang, Gexiang
    JOURNAL OF MEMBRANE COMPUTING, 2024, 6 (04) : 310 - 317
  • [32] Spiking Neural P Systems with Weighted Synapses
    Pan, Linqiang
    Zeng, Xiangxiang
    Zhang, Xingyi
    Jiang, Yun
    NEURAL PROCESSING LETTERS, 2012, 35 (01) : 13 - 27
  • [33] Reversible Spiking Neural P Systems with Astrocytes
    Kong, Yuan
    Shi, Xiaolong
    Xu, Jinbang
    Huang, Xinquan
    BIO-INSPIRED COMPUTING - THEORIES AND APPLICATIONS, BIC-TA 2014, 2014, 472 : 221 - 224
  • [34] Spiking neural P systems with polarizations and astrocytes
    Jiang, Suxia
    Shen, Zhichao
    Xu, Bowen
    Zhu, Xiaoliang
    Liang, Tao
    JOURNAL OF MEMBRANE COMPUTING, 2023, 5 (01) : 55 - 68
  • [35] On the Computational Power of Spiking Neural P Systems
    Leporati, Alberto
    Zandron, Claudio
    Ferretti, Claudio
    Mauri, Giancarlo
    INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING, 2009, 5 (05) : 459 - 473
  • [36] Spiking Neural P Systems with Neuron Division
    Wang, Jun
    Hoogeboom, Hendrik Jan
    Pan, Linqiang
    MEMBRANE COMPUTING, 2010, 6501 : 361 - +
  • [37] Stochastic Computing with Spiking Neural P Systems
    Wong, Ming Ming
    Wong, Mou Ling Dennis
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2017, 23 (07) : 589 - 602
  • [38] Spiking Neural P Systems With Colored Spikes
    Song, Tao
    Rodriguez-Paion, Alfonso
    Zheng, Pan
    Zeng, Xiangxiang
    IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 10 (04) : 1106 - 1115
  • [39] Reversible Spiking Neural P Systems with Astrocytes
    Kong, Yuan
    Shi, Xiaolong
    Xu, Jinbang
    Huang, Xinquan
    FUNDAMENTA INFORMATICAE, 2015, 136 (03) : 219 - 230
  • [40] Spiking neural P systems with rules on synapses
    Song, Tao
    Pan, Linqiang
    Paun, Gheorghe
    THEORETICAL COMPUTER SCIENCE, 2014, 529 : 82 - 95