Pulsed neural networks
Membrane Computing: An Introduction
Membrane Computing: An Introduction
Spiking Neuron Models: An Introduction
Spiking Neuron Models: An Introduction
Fundamenta Informaticae
Normal forms for spiking neural P systems
Theoretical Computer Science
On String Languages Generated by Spiking Neural P Systems
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
Spiking neural P systems with extended rules: universality and languages
Natural Computing: an international journal
Asynchronous spiking neural P systems: decidability and undecidability
DNA13'07 Proceedings of the 13th international conference on DNA computing
Characterizations of some restricted spiking neural p systems
WMC'06 Proceedings of the 7th international conference on Membrane Computing
On spiking neural p systems and partially blind counter machines
UC'06 Proceedings of the 5th international conference on Unconventional Computation
Spiking neural p systems: some characterizations
FCT'07 Proceedings of the 16th international conference on Fundamentals of Computation Theory
Asynchronous spiking neural P systems
Theoretical Computer Science
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We look at the recently introduced neural-like systems, called SN P systems. These systems incorporate the ideas of spiking neurons into membrane computing. We study various classes and characterize their computing power and complexity. In particular, we analyze asynchronous and sequential SN P systems and present some conditions under which they become (non-)universal. The non-universal variants are characterized by monotonic counter machines and partially blind counter machines and, hence, have many decidable properties. We also investigate the language-generating capability of SN P systems.