Evolutionary membrane computing: a comprehensive survey and new results

G Zhang, M Gheorghe, L Pan, MJ Pérez-Jiménez - Information Sciences, 2014 - Elsevier
Evolutionary membrane computing is an important research direction of membrane
computing that aims to explore the complex interactions between membrane computing and …

A bibliometric analysis of membrane computing (1998–2019)

H Rong, Y Duan, G Zhang - Journal of Membrane Computing, 2022 - Springer
Membrane computing as a topic in the Mathematics Subjects Classification 2020 by
Mathematical Reviews and zbMATH is a sign of maturity of this research area initiated in the …

Spiking neural P systems with learning functions

T Song, L Pan, T Wu, P Zheng… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Spiking neural P systems (SN P systems) are a class of distributed and parallel neural-like
computing models, inspired from the way neurons communicate by means of spikes. In this …

On the computational power of spiking neural P systems with self-organization

X Wang, T Song, F Gong, P Zheng - Scientific reports, 2016 - nature.com
Neural-like computing models are versatile computing mechanisms in the field of artificial
intelligence. Spiking neural P systems (SN P systems for short) are one of the recently …

An unsupervised learning algorithm for membrane computing

H Peng, J Wang, MJ Pérez-Jiménez… - Information Sciences, 2015 - Elsevier
This paper focuses on the unsupervised learning problem within membrane computing, and
proposes an innovative solution inspired by membrane computing techniques, the fuzzy …

[HTML][HTML] GPU implementation of evolving spiking neural P systems

RV Gungon, KKM Hernandez, FGC Cabarle… - Neurocomputing, 2022 - Elsevier
Methods for optimizing and evolving spiking neural P systems (in short, SN P systems) have
been previously developed with the use of a genetic algorithm framework. So far, these …

3-Col problem modelling using simple kernel P systems

M Gheorghe, F Ipate, R Lefticaru… - … Journal of Computer …, 2013 - Taylor & Francis
This paper presents the newly introduced class of (simple) kernel P systems ((s) kP systems)
and investigates through a 3-colouring problem case study the expressive power and …

Automatic design of spiking neural P systems based on genetic algorithms

J Dong, M Stachowicz, G Zhang… - International Journal …, 2021 - e-space.mmu.ac.uk
At present, all known spiking neural P systems (SN P systems) are established by manual
design rather than automatic design. The method of manual design poses two problems …

Solution to PSPACE‐Complete Problem Using P Systems with Active Membranes with Time‐Freeness

B Song, Y Kong - Mathematical Problems in Engineering, 2019 - Wiley Online Library
P systems with active membranes are powerful parallel natural computing models, which
were inspired by cell structure and behavior. Inspired by the parallel processing of biological …

P colonies: survey

L Ciencialová, E Csuhaj-Varjú, L Cienciala… - Journal of Membrane …, 2019 - Springer
P colonies are abstract computing devices modelling communities of very simple reactive
agents living and acting in a joint shared environment. The concept was motivated by so …