An overview of hardware implementation of membrane computing models

G Zhang, Z Shang, S Verlan… - ACM Computing …, 2020 - dl.acm.org
The model of membrane computing, also known under the name of P systems, is a bio-
inspired large-scale parallel computing paradigm having a good potential for the design of …

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 …

A layered spiking neural system for classification problems

G Zhang, X Zhang, H Rong, P Paul, M Zhu… - … journal of neural …, 2022 - World Scientific
Biological brains have a natural capacity for resolving certain classification tasks. Studies on
biologically plausible spiking neurons, architectures and mechanisms of artificial neural …

Edge detection method based on nonlinear spiking neural systems

R Xian, R Lugu, H Peng, Q Yang, X Luo… - International journal of …, 2023 - World Scientific
Nonlinear spiking neural P (NSNP) systems are a class of neural-like computational models
inspired from the nonlinear mechanism of spiking neurons. NSNP systems have a …

A distributed adaptive optimization spiking neural P system for approximately solving combinatorial optimization problems

J Dong, G Zhang, B Luo, Q Yang, D Guo, H Rong… - Information …, 2022 - Elsevier
An optimization spiking neural P system (OSNPS) aims to obtain the approximate solutions
of combinatorial optimization problems without the aid of evolutionary operators of …

A complete arithmetic calculator constructed from spiking neural P systems and its application to information fusion

G Zhang, H Rong, P Paul, Y He, F Neri… - … Journal of Neural …, 2021 - World Scientific
Several variants of spiking neural P systems (SNPS) have been presented in the literature to
perform arithmetic operations. However, each of these variants was designed only for one …

Echo spiking neural P systems

L Long, R Lugu, X Xiong, Q Liu, H Peng, J Wang… - Knowledge-Based …, 2022 - Elsevier
Nonlinear spiking neural P (NSNP) systems are distributed parallel neural-like computing
models that abstract the nonlinear spiking mechanisms of biological neurons. Echo state …

[图书][B] Membrane computing models: implementations

Membrane computing is a branch of natural computing, investigating computational models,
called membrane systems or P systems, inspired by the structure and functioning of the …

Homogeneous spiking neural P systems with structural plasticity

RTA de la Cruz, FGC Cabarle… - Journal of Membrane …, 2021 - Springer
Spiking neural P system (SNP system) is a model of computation inspired by the mechanism
of spiking neurons. An SNP system is a directed graph of neurons that can communicate …

Thinking about spiking neural P systems: some theories, tools, and research topics

FGC Cabarle - Journal of Membrane Computing, 2024 - Springer
The present work focuses on three notions about spiking neural P systems (SN P systems),
namely normal forms, homogeneous systems, and software tools for easy access and visual …