Search Results - "Cabarle, Francis George C"
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Sequential Spiking Neural P Systems with Local Scheduled Synapses without Delay
Published in Complexity (New York, N.Y.) (01-01-2019)“…Spiking neural P systems with scheduled synapses are a class of distributed and parallel computational models motivated by the structural dynamism of…”
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Notes on spiking neural P systems and finite automata
Published in Natural computing (01-12-2016)“…Spiking neural P systems (in short, SN P systems) are membrane computing models inspired by the pulse coding of information in biological neurons. SN P systems…”
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Sparse Spiking Neural-Like Membrane Systems on Graphics Processing Units
Published in International journal of neural systems (01-07-2024)“…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…”
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GPU simulations of spiking neural P systems on modern web browsers
Published in Natural computing (01-03-2023)“…In this work we present a novel and proof of concept Spiking Neural P system (for short, SN P systems) simulator that runs on modern web browsers whilst using…”
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Thinking about spiking neural P systems: some theories, tools, and research topics
Published in Journal of membrane computing (29-04-2024)“…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…”
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Attention to COVID-19: Abstractive Summarization of COVID-19 Research with State-of-the-Art Transformers
Published in TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON) (31-10-2023)“…The COVID-19 pandemic has led to an over-whelming volume of scientific publications as researchers strive to address the crisis. To alleviate information…”
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Conference Proceeding -
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Normal forms for spiking neural P systems and some of its variants
Published in Information sciences (01-05-2022)“…•A new and optimal normal form for spiking neural P systems (SN P systems) is given.•Our normal form uses only 1 type of regular expression to achieve…”
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Steps toward a homogenization procedure for spiking neural P systems
Published in Theoretical computer science (04-01-2024)Get full text
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On solutions and representations of spiking neural P systems with rules on synapses
Published in Information sciences (01-10-2019)“…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…”
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Spiking neural P systems with structural plasticity
Published in Neural computing & applications (01-11-2015)“…Spiking neural P (SNP) systems are a class of parallel, distributed, and nondeterministic computing models inspired by the spiking of biological neurons. In…”
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Neural-like P systems with plasmids
Published in Information and computation (01-12-2021)“…Two types of cells for bio-inspired computations are neurons and bacteria: the former have “simple” neurons that connect together to become more useful, i.e…”
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optimizations in CuSNP Simulator for Spiking Neural P Systems on CUDA GPUs
Published in 2019 International Conference on High Performance Computing & Simulation (HPCS) (01-07-2019)“…Spiking Neural P systems (in short, SNP systems) are computing models based on living neurons. SNP systems are non-deterministic and parallel, hence making use…”
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Conference Proceeding -
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Homogeneous spiking neural P systems with structural plasticity
Published in Journal of membrane computing (01-03-2021)“…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…”
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Improving GPU web simulations of spiking neural P systems
Published in Journal of membrane computing (01-12-2023)“…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…”
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Sequential spiking neural P systems with structural plasticity based on max/min spike number
Published in Neural computing & applications (01-07-2016)“…Spiking neural P systems (in short, SNP systems) are parallel, distributed, and nondeterministic computing devices inspired by biological spiking neurons…”
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A return to stochasticity and probability in spiking neural P systems
Published in Journal of membrane computing (01-06-2021)“…This work continues the investigations of introducing probabilities to spiking neural P systems, SN P systems in short—membrane computing models inspired from…”
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GPU implementation of evolving spiking neural P systems
Published in Neurocomputing (Amsterdam) (07-09-2022)“…•A novel parallel framework for evolving spiking neural P systems.•GPU implementation of the genetic algorithm employed in the parallel framework.•Adapting…”
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Matrix representation and simulation algorithm of numerical spiking neural P systems
Published in Journal of membrane computing (28-03-2022)“…Spiking neural P systems (SNP systems) are biologically inspired models of computation based on the firing behavior of neurons. Variations of these systems…”
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Matrix representation and simulation algorithm of spiking neural P systems with structural plasticity
Published in Journal of membrane computing (01-09-2019)“…In this paper, we create a matrix representation for spiking neural P systems with structural plasticity (SNPSP, for short), taking inspiration from existing…”
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A web-based visual simulator for spiking neural P systems
Published in Journal of membrane computing (01-03-2022)“…Under the active area of membrane computing, Spiking Neural P systems (SN P systems) are models of computations which take inspirations from biological…”
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