LAPSE:2021.0275
Published Article
LAPSE:2021.0275
Dynamic Threshold Neural P Systems with Multiple Channels and Inhibitory Rules
Xiu Yin, Xiyu Liu
April 29, 2021
In biological neural networks, neurons transmit chemical signals through synapses, and there are multiple ion channels during transmission. Moreover, synapses are divided into inhibitory synapses and excitatory synapses. The firing mechanism of previous spiking neural P (SNP) systems and their variants is basically the same as excitatory synapses, but the function of inhibitory synapses is rarely reflected in these systems. In order to more fully simulate the characteristics of neurons communicating through synapses, this paper proposes a dynamic threshold neural P system with inhibitory rules and multiple channels (DTNP-MCIR systems). DTNP-MCIR systems represent a distributed parallel computing model. We prove that DTNP-MCIR systems are Turing universal as number generating/accepting devices. In addition, we design a small universal DTNP-MCIR system with 73 neurons as function computing devices.
Keywords
dynamic threshold neural P systems, inhibitory rules, membrane computing, multiple channels, spiking neural P systems
Suggested Citation
Yin X, Liu X. Dynamic Threshold Neural P Systems with Multiple Channels and Inhibitory Rules. (2021). LAPSE:2021.0275
Author Affiliations
Yin X: Business School, Shandong Normal University, Jinan 250358, China
Liu X: Business School, Shandong Normal University, Jinan 250358, China
Journal Name
Processes
Volume
8
Issue
10
Article Number
E1281
Year
2020
Publication Date
2020-10-13
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr8101281, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2021.0275
This Record
External Link

doi:10.3390/pr8101281
Publisher Version
Download
Files
[Download 1v1.pdf] (2.4 MB)
Apr 29, 2021
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
143
Version History
[v1] (Original Submission)
Apr 29, 2021
 
Verified by curator on
Apr 29, 2021
This Version Number
v1
Citations
Most Recent
This Version
URL Here
http://psecommunity.org/LAPSE:2021.0275
 
Original Submitter
Calvin Tsay
Links to Related Works
Directly Related to This Work
Publisher Version