Author:
Cabarle Francis George C.
Abstract
AbstractThe 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 simulation of such systems. The three notions are presented in general and specific ways: their backgrounds and motivations, with detailed and up to date results. The aim of the work is to outline many results on these notions, mainly for research and pedagogy. SN P systems with normal or homogeneous forms, having many biological and computing inspirations, have much to contribute in the opinion of the author to membrane computing at least. The software we here mention aims to support both learning and research of such systems. We provide a brief survey of results in chronological order, using a unified notation to aid in more detailed comparisons of results. Lastly, we provide a list of open problems or research topics on the three notions and related areas, with the hope to further extend the theory and applications of SN P systems.
Funder
University of the Philippines
Junta de Andalucía
Universidad de Sevilla
Publisher
Springer Science and Business Media LLC
Reference117 articles.
1. Aboy, B. C. D., Bariring, E. J. A., Carandang, J. P., Cabarle, F. G. C., Cruz, R. T. D. L., Adorna, H. N., & Martínez del Amor, M. Á. (2019). Optimizations in CuSNP simulator for spiking neural P systems on cuda gpus. In: 2019 International Conference on High Performance Computing Simulation (HPCS). (pp. 535–542). https://doi.org/10.1109/HPCS48598.2019.9188174.
2. Adorna, H. N. (2020). Computing with sn P systems with i/o mode. Journal of Membrane Computing, 2(4), 230–245.
3. Adorna, H. N. (2022). Matrix representations of spiking neural p systems: Revisited. arXiv preprint arXiv:2211.15156.
4. Adorna, H. N. (2022). Properties of SN P system and its configuration graph. arXiv preprint arXiv:2211.15159.
5. Alhazov, A., Freund, R., & Ivanov, S. (6 2016). Spiking neural P systems with polarizations–two polarizations are sufficient for universality. In: Bulletin of the International Membrane Computing Society. (pp. 97–103). No. 1.
Cited by
4 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献