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 …

Differentiable sorting networks for scalable sorting and ranking supervision

F Petersen, C Borgelt, H Kuehne… - … on Machine Learning, 2021 - proceedings.mlr.press
Sorting and ranking supervision is a method for training neural networks end-to-end based
on ordering constraints. That is, the ground truth order of sets of samples is known, while …

A web-based visual simulator for spiking neural P systems

AGS Dupaya, ACAP Galano, FGC Cabarle… - Journal of Membrane …, 2022 - Springer
Under the active area of membrane computing, Spiking Neural P systems (SN P systems)
are models of computations which take inspirations from biological neurons, eg by the …

[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 …

Websnapse v3: Optimization of the web-based simulator of spiking neural p system using matrix representation, webassembly and other tools

L Gallos, JL Sotto, FGC Cabarle… - Proceedings of the …, 2024 - books.google.com
Spiking Neural P systems (SNP system) are a kind of distributed and parallel computational
model under membrane computing inspired by how neurons typically communicate with …

Snapse: A visual tool for spiking neural P systems

ADC Fernandez, RM Fresco, FGC Cabarle… - Processes, 2020 - mdpi.com
Spiking neural P (SN P) systems are models of computation inspired by spiking neurons and
part of the third generation of neuron models. SN P systems are equivalent to Turing …

[PDF][PDF] Snapse: A Visual Tool for Spiking Neural P Systems. Processes 2021, 9, 72

ADC Fernandez, RM Fresco, FGC Cabarle… - 2020 - academia.edu
Spiking neural P (SN P) systems are models of computation inspired by spiking neurons and
part of the third generation of neuron models. SN P systems are equivalent to Turing …

[PDF][PDF] 17 Approaching a Question of Biologically Plausible Applications of Spiking Neural P Systems for an Explanation of Brain Cognitive Functions

A Obtulowicz - Research Topics in Membrane Computing: After CMC … - cantor.cs.us.es
The (hierarchical) clustering (scene segmentation in particular) and binding (feature
integration) problem solution in cortical neural network together with cortical subnetworks …

[引用][C] Application of Weighted Spiking Neural P Systems with Rules on Synapses for Breaking RSA Encryption.

H Wang, K Zhou, G Zhang, P Paul, Y Duan, H Qi… - Int. J. Unconv. Comput., 2020

[引用][C] A Bibliography of Technological Applications of Spiking Neural P Systems

G Zhang, Q Yang, L Pan - Bulletin Webpage