Literature DB >> 31437527

Spiking neural P systems with multiple channels and polarizations.

Qian Yang1, Zeqiong Lv1, Liucheng Liu1, Hong Peng2, Xiaoxiao Song3, Jun Wang3.   

Abstract

In this paper, we investigate a new variant of spiking neural P systems (SNP systems, in short), called spiking neural P systems with multiple channels and polarizations (SNP-MCP systems, in short). The variant integrates two interesting features: multiple channel and polarization. Each neuron can use its multiple channels to connect one or more subsequent sets of neurons. Moreover, both polarizations and regular expressions are used in rules to control the spiking of neurons. The computational power of the variant is discussed. The Turing universality of the variant as number generating/accepting devices is proven, and then a small universal system with 150 neurons is constructed to compute any Turing computable function.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Membrane computing; Multiple channels; Polarizations; Spiking neural P systems; Universality

Mesh:

Year:  2019        PMID: 31437527     DOI: 10.1016/j.biosystems.2019.104020

Source DB:  PubMed          Journal:  Biosystems        ISSN: 0303-2647            Impact factor:   1.973


  1 in total

1.  Spiking Neural P Systems with Membrane Potentials, Inhibitory Rules, and Anti-Spikes.

Authors:  Yuping Liu; Yuzhen Zhao
Journal:  Entropy (Basel)       Date:  2022-06-16       Impact factor: 2.738

  1 in total

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