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 …
namely normal forms, homogeneous systems, and software tools for easy access and visual …
Differentiable sorting networks for scalable sorting and ranking supervision
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 …
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 …
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 …
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 …
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 …
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 …
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 …
integration) problem solution in cortical neural network together with cortical subnetworks …