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 …

[图书][B] Real-life applications with membrane computing

Membrane computing is a vibrant and fast-growing research area of natural computation
which covers the study of computing models, called membrane systems or P systems …

An interactive timeline of simulators in membrane computing: Depicting two decades of evolution in the simulation of P systems

L Valencia-Cabrera, D Orellana-Martín… - Journal of Membrane …, 2019 - Springer
As with any fast-emerging research front in computer science, the proliferation of theoretical
and practical results within Membrane computing since its appearance in 1998 was …

A membrane parallel rapidly-exploring random tree algorithm for robotic motion planning

I Pérez-Hurtado, MÁ Martínez-del-Amor… - Integrated …, 2020 - content.iospress.com
In recent years, incremental sampling-based motion planning algorithms have been widely
used to solve robot motion planning problems in high-dimensional configuration spaces. In …

Monodirectional evolutional symport tissue P systems with promoters and cell division

B Song, K Li, X Zeng - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
Monodirectional tissue P systems with promoters are natural inspired parallel computing
paradigms, where only symport rules are permitted, and with the restriction of …

Sparse spiking neural-like membrane systems on graphics processing units

J Hernández-Tello, MÁ Martínez-del-Amor… - arXiv preprint arXiv …, 2024 - arxiv.org
The parallel simulation of Spiking Neural P systems is mainly based on a matrix
representation, where the graph inherent to the neural model is encoded in an adjacency …

[HTML][HTML] A new approach for software-simulation of membrane systems using a multi-thread programming model

D Cascado-Caballero, F Diaz-del-Rio… - … Modelling Practice and …, 2024 - Elsevier
The evolution of simulation and implementation of P systems has been intense since the
theoretical model of computation was created. In the field of software simulation of P …

Improving gpu web simulations of spiking neural p systems

ANL Odasco, MLM Rey, FGC Cabarle - Journal of Membrane Computing, 2023 - Springer
The utilization of a parallel processor such as the graphics processing unit (GPU) is only
natural for the simulation of spiking neural P systems (SN P systems) because of their …

On solutions and representations of spiking neural P systems with rules on synapses

FGC Cabarle, RTA de la Cruz, DPP Cailipan… - Information …, 2019 - Elsevier
Spiking neural P systems, or SN P systems, are parallel and nondeterministic computing
models inspired by spike processing of neurons. A variant of SN P systems known as SN P …

P-Lingua in two steps: flexibility and efficiency

I Pérez-Hurtado, D Orellana-Martín, G Zhang… - Journal of Membrane …, 2019 - Springer
Membrane computing is a bio-inspired computing paradigm that lacks in vivo
implementation. That is why software or hardware implementations have to be used to …