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- W3015773616 abstract "Abstract Spiking neural P systems (SN P systems) refer to a type of distributed parallel neural computation model in the membrane computing framework. In this work, a new type of SN P system is examined, i.e., spiking neural P systems with polarizations (PSN P systems), by taking inspiration from the polarized cell membrane of a neuron. For the PSN P system, the firing condition of rules is the neuron-associated polarization. This work focuses on examining the computation power of the PSN P systems adopting the sequential mode induced by the minimum spike number, where at a computation step, one (resp., all) of neurons that hold the minimum spike number within the neurons which can fire will fire, i.e., the min-sequentiality strategy (resp., min-pseudo-sequentiality strategy). We prove that PSN P systems adopting the min-sequentiality strategy or min-pseudo-sequentiality strategy are Turing universal as the number generating devices. These results indicate the computation power of PSN P systems is robust regarding their strategies of sequentiality." @default.
- W3015773616 created "2020-04-17" @default.
- W3015773616 creator A5055663875 @default.
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- W3015773616 date "2020-08-01" @default.
- W3015773616 modified "2023-09-24" @default.
- W3015773616 title "The computation power of spiking neural P systems with polarizations adopting sequential mode induced by minimum spike number" @default.
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- W3015773616 doi "https://doi.org/10.1016/j.neucom.2020.03.095" @default.
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