Search Results - "Cruz, Ren Tristan De La"
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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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Generating context-free languages using spiking neural P systems with structural plasticity
Published in Journal of membrane computing (01-09-2019)“…Spiking neural P system (SNP system) is a model of computation inspired by networks of spiking neurons. An SNP system is a network of neurons that can send an…”
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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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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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Universality of SN P systems with stochastic application of rules
Published in Journal of membrane computing (01-06-2022)“…Spiking neural P (SN P) systems are a class of P systems that incorporate the idea of spiking neurons. A variant called SN P systems with stochastic…”
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On String Languages Generated by Spiking Neural P Systems With Structural Plasticity
Published in IEEE transactions on nanobioscience (01-10-2018)“…Spiking neural P systems (SNP systems) are parallel and non-deterministic models of computation, inspired by the neural system of the brain. A variant of SNP…”
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Magazine Article -
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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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