{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T19:35:53Z","timestamp":1774467353305,"version":"3.50.1"},"reference-count":53,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T00:00:00Z","timestamp":1755475200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T00:00:00Z","timestamp":1755475200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Membr Comput"],"published-print":{"date-parts":[[2025,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    In this paper, we use generalized spiking neural P systems model with structural plasticity (SNPSP) for solving the\n                    <jats:bold>SAT<\/jats:bold>\n                    problem. It is an interesting variant of the spiking neural P systems (SNPS) model. In generalized SNPS with structural plasticity models, more than one synaptic connection can be established between two neurons using plasticity rules. The system proposed in the paper solves\n                    <jats:bold>SAT<\/jats:bold>\n                    problem in a deterministic and uniform manner. More specifically, the solution belongs to the category of EXP-uniform, i.e., the initial configuration of the system, a deterministic Turing machine cannot use less than an exponential number of computational steps. The time required to solve\n                    <jats:bold>SAT<\/jats:bold>\n                    problem is linear in\n                    <jats:italic>n<\/jats:italic>\n                    and\n                    <jats:italic>m<\/jats:italic>\n                    where\n                    <jats:italic>n<\/jats:italic>\n                    and\n                    <jats:italic>m<\/jats:italic>\n                    are the numbers of variables and clauses respectively. Our work is the first solution to use pre-computed resources with structural dynamism, that is plasticity rules in this case, to solve the\n                    <jats:bold>SAT<\/jats:bold>\n                    problem. Also, no delay is associated with the rules of the SNPS system proposed in this paper.\n                  <\/jats:p>","DOI":"10.1007\/s41965-025-00191-2","type":"journal-article","created":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T19:37:55Z","timestamp":1755545875000},"page":"351-360","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Solving the SAT problem using spiking neural P systems with structural plasticity and pre-computed resources"],"prefix":"10.1007","volume":"7","author":[{"given":"Prithwineel","family":"Paul","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francis George C.","family":"Cabarle","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,8,18]]},"reference":[{"issue":"1","key":"191_CR1","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1006\/jcss.1999.1693","volume":"61","author":"G P\u0103un","year":"2000","unstructured":"P\u0103un, G. (2000). Computing with membranes. Journal of Computer and System Sciences, 61(1), 108\u2013143.","journal-title":"Journal of Computer and System Sciences"},{"issue":"2\u20133","key":"191_CR2","doi-asserted-by":"publisher","first-page":"279","DOI":"10.3233\/FUN-2006-712-308","volume":"71","author":"M Ionescu","year":"2006","unstructured":"Ionescu, M., P\u0103un, G., & Yokomori, T. (2006). Spiking neural P systems. Fundamenta Informaticae, 71(2\u20133), 279\u2013308.","journal-title":"Fundamenta Informaticae"},{"issue":"3","key":"191_CR3","doi-asserted-by":"publisher","first-page":"3382","DOI":"10.1007\/s11227-023-05592-7","volume":"80","author":"X Gu","year":"2024","unstructured":"Gu, X., Chen, X., Lu, P., Lan, X., Li, X., & Du, Y. (2024). SiMaLSTM-SNP: Novel semantic relatedness learning model preserving both Siamese networks and membrane computing. The Journal of Supercomputing, 80(3), 3382\u20133411.","journal-title":"The Journal of Supercomputing"},{"key":"191_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2024.111231","volume":"152","author":"Y Huang","year":"2024","unstructured":"Huang, Y., Bai, X., Liu, Q., Peng, H., Yang, Q., & Wang, J. (2024). Sentence-level sentiment classification based on multi-attention bidirectional gated spiking neural P systems. Applied Soft Computing, 152, 111231.","journal-title":"Applied Soft Computing"},{"key":"191_CR5","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.neucom.2012.12.032","volume":"115","author":"D D\u00edaz-Pernil","year":"2013","unstructured":"D\u00edaz-Pernil, D., Pena-Cantillana, F., & Guti\u00e9rrez-Naranjo, M. A. (2013). A parallel algorithm for skeletonizing images by using spiking neural p systems. Neurocomputing, 115, 81\u201391.","journal-title":"Neurocomputing"},{"issue":"2","key":"191_CR6","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1109\/TNB.2019.2896981","volume":"18","author":"T Song","year":"2019","unstructured":"Song, T., Pan, L., Wu, T., Zheng, P., Wong, M. D., & Rodr\u00edguez-Pat\u00f3n, A. (2019). Spiking neural P systems with learning functions. IEEE Transactions on Nanobioscience, 18(2), 176\u2013190.","journal-title":"IEEE Transactions on Nanobioscience"},{"issue":"2\u20133","key":"191_CR7","first-page":"121","volume":"16","author":"X Gou","year":"2021","unstructured":"Gou, X., Liu, Q., Rong, H., Hu, M., Paul, P., Deng, F., Zhang, X., & Yu, Z. (2021). A novel spiking neural P system for image recognition. International Journal of Unconventional Computing, 16(2\u20133), 121\u2013139.","journal-title":"International Journal of Unconventional Computing"},{"key":"191_CR8","doi-asserted-by":"crossref","unstructured":"Mac\u00edas\u2013Ramos, L.F., P\u00e9rez\u2013Hurtado, I., Garc\u00eda\u2013Quismondo, M., Valencia\u2013Cabrera, L., P\u00e9rez\u2013Jim\u00e9nez, M.J., & Riscos\u2013N\u00fa\u00f1ez, A. (2011). A P-Lingua based simulator for spiking neural P systems. In Membrane computing: 12th international conference, CMC 2011, Fontainebleau, France, August 23\u201326, revised selected papers 12 (pp. 257\u2013281, 2012). Springer","DOI":"10.1007\/978-3-642-28024-5_18"},{"issue":"01","key":"191_CR9","doi-asserted-by":"publisher","first-page":"2050071","DOI":"10.1142\/S0129065720500719","volume":"31","author":"D Orellana-Mart\u00edn","year":"2021","unstructured":"Orellana-Mart\u00edn, D., Mart\u00ednez-del-Amor, M. \u00c1., Valencia-Cabrera, L., P\u00e9rez-Hurtado, I., Riscos-N\u00fa\u00f1ez, A., & P\u00e9rez-Jim\u00e9nez, M. J. (2021). Dendrite P systems toolbox: Representation, algorithms and simulators. International Journal of Neural Systems, 31(01), 2050071.","journal-title":"International Journal of Neural Systems"},{"issue":"1","key":"191_CR10","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s41965-022-00092-8","volume":"4","author":"AGS Dupaya","year":"2022","unstructured":"Dupaya, A. G. S., Galano, A. C. A. P., Cabarle, F. G. C., De La Cruz, R. T., Ballesteros, K. J., & Lazo, P. P. L. (2022). A web-based visual simulator for spiking neural P systems. Journal of Membrane Computing, 4(1), 21\u201340.","journal-title":"Journal of Membrane Computing"},{"key":"191_CR11","doi-asserted-by":"crossref","unstructured":"Gulapa, M., Luzada, J.S., Cabarle, F.G.C., Adorna, H.N., Buno, K., & Ko, D. (2024). Websnapse reloaded: The next-generation spiking neural P system visual simulator using client-server architecture. In Workshop on computation: Theory and practice (WCTP 2023) (pp. 434\u2013461). Atlantis Press","DOI":"10.2991\/978-94-6463-388-7_26"},{"key":"191_CR12","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.neucom.2017.02.009","volume":"239","author":"C Diaz","year":"2017","unstructured":"Diaz, C., Frias, T., Sanchez, G., Perez, H., Toscano, K., & Duchen, G. (2017). A novel parallel multiplier using spiking neural P systems with dendritic delays. Neurocomputing, 239, 113\u2013121.","journal-title":"Neurocomputing"},{"key":"191_CR13","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.neucom.2021.05.057","volume":"457","author":"L Olvera-Martinez","year":"2021","unstructured":"Olvera-Martinez, L., Jimenez-Borgonio, T., Frias-Carmona, T., Abarca-Rodriguez, M., Diaz-Rodriguez, C., Cedillo-Hernandez, M., Nakano-Miyatake, M., & Perez-Meana, H. (2021). First SN P visual cryptographic circuit with astrocyte control of structural plasticity for security applications. Neurocomputing, 457, 67\u201373.","journal-title":"Neurocomputing"},{"key":"191_CR14","doi-asserted-by":"crossref","unstructured":"Aboy, B.C.D., Bariring, E.J.A., Carandang, J.P., Cabarle, F.G.C., De\u00a0La\u00a0Cruz, R.T., Adorna, H.N., & Mart\u00ednez-del-Amor, M.\u00c1. (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\u2013542). IEEE","DOI":"10.1109\/HPCS48598.2019.9188174"},{"issue":"7","key":"191_CR15","doi-asserted-by":"publisher","first-page":"2450038","DOI":"10.1142\/S0129065724500382","volume":"34","author":"J Hern\u00e1ndez-Tello","year":"2024","unstructured":"Hern\u00e1ndez-Tello, J., Mart\u00ednez-Del-Amor, M. \u00c1., Orellana-Mart\u00edn, D., & Cabarle, F. G. C. (2024). Sparse spiking neural-like membrane systems on graphics processing units. International Journal of Neural Systems, 34(7), 2450038\u20132450038.","journal-title":"International Journal of Neural Systems"},{"key":"191_CR16","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/s00236-006-0018-8","volume":"43","author":"L Pan","year":"2006","unstructured":"Pan, L., & Alhazov, A. (2006). Solving HPP and SAT by P systems with active membranes and separation rules. Acta Informatica, 43, 131\u2013145.","journal-title":"Acta Informatica"},{"issue":"1\u20132","key":"191_CR17","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.tcs.2006.10.013","volume":"371","author":"MA Guti\u00e9rrez-Naranjo","year":"2007","unstructured":"Guti\u00e9rrez-Naranjo, M. A., P\u00e9rez-Jim\u00e9nez, M. J., & Romero-Campero, F. J. (2007). A uniform solution to SAT using membrane creation. Theoretical Computer Science, 371(1\u20132), 54\u201361.","journal-title":"Theoretical Computer Science"},{"key":"191_CR18","doi-asserted-by":"crossref","unstructured":"Ishdorj, T.-O., Leporati, A., Pan, L., & Wang, J. (2010). Solving NP-complete problems by spiking neural P systems with budding rules. In Membrane computing: 10th international workshop, WMC 2009, Curtea de Arges, Romania, August 24\u201327, 2009. Revised Selected and Invited Papers 10 (pp. 335\u2013353). Springer","DOI":"10.1007\/978-3-642-11467-0_24"},{"key":"191_CR19","doi-asserted-by":"crossref","unstructured":"Wang, J., Hoogeboom, H.J., & Pan, L. (2011). Spiking neural P systems with neuron division. In: Membrane computing: 11th international conference, CMC 2010, Jena, Germany, August 24\u201327, 2010. Revised Selected Papers 11 (pp. 361\u2013376). Springer","DOI":"10.1007\/978-3-642-18123-8_28"},{"issue":"1","key":"191_CR20","doi-asserted-by":"publisher","first-page":"327","DOI":"10.12785\/amis\/080140","volume":"8","author":"T Song","year":"2014","unstructured":"Song, T., Luo, L., He, J., Chen, Z., & Zhang, K. (2014). Solving Subset Sum problems by time-free spiking neural P systems. Applied Mathematics and Information Sciences, 8(1), 327.","journal-title":"Applied Mathematics and Information Sciences"},{"key":"191_CR21","unstructured":"Pan, L., Paun, G., & P\u00e9rez\u00a0Jim\u00e9nez, M. J. (2009). Spiking neural P systems with neuron division and budding. In Proceedings of the seventh brainstorming week on membrane computing, vol. II, 151\u2013167. Sevilla, ETS de Ingenier\u00eda Inform\u00e1tica, February 2\u20136, 2009"},{"key":"191_CR22","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1016\/j.ins.2019.05.070","volume":"501","author":"FGC Cabarle","year":"2019","unstructured":"Cabarle, F. G. C., Cruz, R. T. A., Cailipan, D. P. P., Zhang, D., Liu, X., & Zeng, X. (2019). On solutions and representations of spiking neural P systems with rules on synapses. Information Sciences, 501, 30\u201349.","journal-title":"Information Sciences"},{"key":"191_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41965-024-00153-0","volume":"6","author":"P Paul","year":"2024","unstructured":"Paul, P., & Sos\u00edk, P. (2024). Solving the SAT problem using spiking neural P systems with coloured spikes and division rules. Journal of Membrane Computing, 6, 1\u201312.","journal-title":"Journal of Membrane Computing"},{"issue":"25","key":"191_CR24","doi-asserted-by":"publisher","first-page":"2345","DOI":"10.1016\/j.tcs.2010.01.019","volume":"411","author":"T-O Ishdorj","year":"2010","unstructured":"Ishdorj, T.-O., Leporati, A., Pan, L., Zeng, X., & Zhang, X. (2010). Deterministic solutions to QSAT and Q3SAT by spiking neural P systems with pre-computed resources. Theoretical Computer Science, 411(25), 2345\u20132358.","journal-title":"Theoretical Computer Science"},{"issue":"1","key":"191_CR25","first-page":"61","volume":"87","author":"A Leporati","year":"2008","unstructured":"Leporati, A., & Guti\u00e9rrez-Naranjo, M. A. (2008). Solving Subset Sum by spiking neural P systems with pre-computed resources. Fundamenta Informaticae, 87(1), 61\u201377.","journal-title":"Fundamenta Informaticae"},{"key":"191_CR26","unstructured":"Guti\u00e9rrez\u00a0Naranjo, M. \u00c1., & Leporati, A. (2008). Solving numerical NP-complete problems by spiking neural P systems with pre-computed resources. In Proceedings of the sixth brainstorming week on membrane computing, 193\u2013210. Sevilla, ETS de Ingenier\u00eda Inform\u00e1tica, February 4\u20138, 2008."},{"key":"191_CR27","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1007\/s11047-008-9081-0","volume":"7","author":"T-O Ishdorj","year":"2008","unstructured":"Ishdorj, T.-O., & Leporati, A. (2008). Uniform solutions to SAT and 3-SAT by spiking neural P systems with pre-computed resources. Natural Computing, 7, 519\u2013534.","journal-title":"Natural Computing"},{"key":"191_CR28","doi-asserted-by":"crossref","unstructured":"Cabarle, F. G. C., Hernandez, N. H. S., & Mart\u00ednez-del-Amor, M.\u00c1. (2015). Spiking neural P systems with structural plasticity: Attacking the Subset Sum problem. In: Membrane computing: 16th international conference, CMC 2015, Valencia, Spain, August 17\u201321, 2015, Revised Selected Papers 16 (pp. 106\u2013116). Springer","DOI":"10.1007\/978-3-319-28475-0_8"},{"issue":"4","key":"191_CR29","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1007\/s11047-022-09917-y","volume":"21","author":"A Leporati","year":"2022","unstructured":"Leporati, A., Mauri, G., & Zandron, C. (2022). Spiking neural P systems: Main ideas and results. Natural Computing, 21(4), 629\u2013649.","journal-title":"Natural Computing"},{"issue":"2","key":"191_CR30","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1007\/s41965-024-00147-y","volume":"6","author":"FGC Cabarle","year":"2024","unstructured":"Cabarle, F. G. C. (2024). Thinking about spiking neural P systems: Some theories, tools, and research topics. Journal of Membrane Computing, 6(2), 148\u2013167. https:\/\/doi.org\/10.1007\/s41965-024-00147-y","journal-title":"Journal of Membrane Computing"},{"issue":"20","key":"191_CR31","doi-asserted-by":"publisher","first-page":"7011","DOI":"10.3390\/app10207011","volume":"10","author":"S Fan","year":"2020","unstructured":"Fan, S., Paul, P., Wu, T., Rong, H., & Zhang, G. (2020). On applications of spiking neural P systems. Applied Sciences, 10(20), 7011.","journal-title":"Applied Sciences"},{"key":"191_CR32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-11467-0","volume-title":"The Oxford handbook of membrane computing","author":"G P\u0103un","year":"2010","unstructured":"P\u0103un, G., Rozenberg, G., & Salomaa, A. (2010). The Oxford handbook of membrane computing. Oxford University Press Inc."},{"key":"191_CR33","doi-asserted-by":"publisher","unstructured":"Zhang, G., Verlan, S., Wu, T., Cabarle, F.G.C., Xue, J., Orellana-Mart\u00edn, D., Dong, J., Valencia-Cabrera, L., & P\u00e9rez-Jim\u00e9nez, M. J. (2024). Spiking neural P systems: Theory, applications and implementations. Springer. https:\/\/doi.org\/10.1007\/978-981-97-9282-5","DOI":"10.1007\/978-981-97-9282-5"},{"key":"191_CR34","doi-asserted-by":"publisher","first-page":"1905","DOI":"10.1007\/s00521-015-1857-4","volume":"26","author":"FGC Cabarle","year":"2015","unstructured":"Cabarle, F. G. C., Adorna, H. N., P\u00e9rez-Jim\u00e9nez, M. J., & Song, T. (2015). Spiking neural P systems with structural plasticity. Neural Computing and Applications, 26, 1905\u20131917.","journal-title":"Neural Computing and Applications"},{"issue":"4","key":"191_CR35","doi-asserted-by":"publisher","first-page":"560","DOI":"10.1109\/TNB.2018.2879345","volume":"17","author":"FGC Cabarle","year":"2018","unstructured":"Cabarle, F. G. C., Cruz, R. T. A., Zhang, X., Jiang, M., Liu, X., & Zeng, X. (2018). On string languages generated by spiking neural P systems with structural plasticity. IEEE Transactions on Nanobioscience, 17(4), 560\u2013566.","journal-title":"IEEE Transactions on Nanobioscience"},{"key":"191_CR36","doi-asserted-by":"crossref","unstructured":"Cabarle, F. G. C., Adorna, H. N., & P\u00e9rez-Jim\u00e9nez, M. J. (2015). Asynchronous spiking neural P systems with structural plasticity. In Unconventional computation and natural computation: 14th international conference, UCNC 2015, Auckland, New Zealand, August 30\u2013September 3, 2015, Proceedings 14 (pp. 132\u2013143). Springer","DOI":"10.1007\/978-3-319-21819-9_9"},{"key":"191_CR37","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.tcs.2019.08.034","volume":"801","author":"Q Yang","year":"2020","unstructured":"Yang, Q., Li, B., Huang, Y., Peng, H., & Wang, J. (2020). Spiking neural P systems with structural plasticity and anti-spikes. Theoretical Computer Science, 801, 143\u2013156.","journal-title":"Theoretical Computer Science"},{"key":"191_CR38","doi-asserted-by":"publisher","first-page":"1337","DOI":"10.1007\/s00521-015-1937-5","volume":"27","author":"FGC Cabarle","year":"2016","unstructured":"Cabarle, F. G. C., Adorna, H. N., & P\u00e9rez-Jim\u00e9nez, M. J. (2016). Sequential spiking neural P systems with structural plasticity based on max\/min spike number. Neural Computing and Applications, 27, 1337\u20131347.","journal-title":"Neural Computing and Applications"},{"key":"191_CR39","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1007\/s41965-019-00017-y","volume":"1","author":"P Sos\u00edk","year":"2019","unstructured":"Sos\u00edk, P. (2019). P systems attacking hard problems beyond NP: A survey. Journal of Membrane Computing, 1, 198\u2013208.","journal-title":"Journal of Membrane Computing"},{"key":"191_CR40","doi-asserted-by":"crossref","unstructured":"Aman, B. (2022). Solving Subset Sum by spiking neural P systems with astrocytes producing calcium. Natural Computing, 1\u201310.","DOI":"10.1007\/s11047-022-09900-7"},{"issue":"4","key":"191_CR41","doi-asserted-by":"publisher","first-page":"681","DOI":"10.1007\/s11047-008-9091-y","volume":"8","author":"A Leporati","year":"2009","unstructured":"Leporati, A., Mauri, G., Zandron, C., P\u0103un, G., & P\u00e9rez-Jim\u00e9nez, M. J. (2009). Uniform solutions to SAT and Subset Sum by spiking neural P systems. Natural Computing, 8(4), 681.","journal-title":"Natural Computing"},{"key":"191_CR42","doi-asserted-by":"crossref","unstructured":"Leporati, A., Zandron, C., Ferretti, C., & Mauri, G. (2007). Solving numerical NP-complete problems with spiking neural P systems. In: Membrane computing: 8th international workshop, WMC 2007 Thessaloniki, Greece, June 25\u201328, 2007 revised selected and invited papers 8 (pp. 336\u2013352). Springer","DOI":"10.1007\/978-3-540-77312-2_21"},{"key":"191_CR43","doi-asserted-by":"publisher","first-page":"1596","DOI":"10.1007\/s11432-011-4303-y","volume":"54","author":"L Pan","year":"2011","unstructured":"Pan, L., P\u0103un, G., & P\u00e9rez-Jim\u00e9nez, M. J. (2011). Spiking neural P systems with neuron division and budding. Science China Information Sciences, 54, 1596\u20131607.","journal-title":"Science China Information Sciences"},{"issue":"9","key":"191_CR44","doi-asserted-by":"publisher","first-page":"0162882","DOI":"10.1371\/journal.pone.0162882","volume":"11","author":"Y Zhao","year":"2016","unstructured":"Zhao, Y., Liu, X., & Wang, W. (2016). Spiking neural P systems with neuron division and dissolution. PLoS One, 11(9), 0162882.","journal-title":"PLoS One"},{"key":"191_CR45","first-page":"483","volume":"185","author":"J Rintanen","year":"2009","unstructured":"Rintanen, J. (2009). Planning and SAT. Handbook of Satisfiability, 185, 483\u2013504.","journal-title":"Handbook of Satisfiability"},{"key":"191_CR46","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.ins.2021.12.107","volume":"589","author":"Y Zhao","year":"2022","unstructured":"Zhao, Y., Liu, Y., Liu, X., Sun, M., Qi, F., & Zheng, Y. (2022). Self-adapting spiking neural P systems with refractory period and propagation delay. Information Sciences, 589, 80\u201393.","journal-title":"Information Sciences"},{"issue":"08","key":"191_CR47","doi-asserted-by":"publisher","first-page":"2250036","DOI":"10.1142\/S0129065722500368","volume":"32","author":"M Gatti","year":"2022","unstructured":"Gatti, M., Leporati, A., & Zandron, C. (2022). On spiking neural membrane systems with neuron and synapse creation. International Journal of Neural Systems, 32(08), 2250036.","journal-title":"International Journal of Neural Systems"},{"key":"191_CR48","unstructured":"Leporati, A., Zandron, C., Ferretti, C., & Mauri, G. (2007). On the computational power of spiking neural P systems. In Proceedings of the fifth brainstorming week on membrane computing, 227\u2013245. Sevilla, ETS de Ingenier\u00eda Inform\u00e1tica, January 29\u2013February 2, 2007"},{"key":"191_CR49","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1016\/j.ins.2022.03.002","volume":"595","author":"ICH Macababayao","year":"2022","unstructured":"Macababayao, I. C. H., Cabarle, F. G. C., Cruz, R. T. A., & Zeng, X. (2022). Normal forms for spiking neural P systems and some of its variants. Information Sciences, 595, 344\u2013363.","journal-title":"Information Sciences"},{"key":"191_CR50","unstructured":"Orellana-Mart\u00edn, D., Cabarle, F.G.C., Paul, P., Zeng, X.X., & Freund, R. (2024). Wireless spiking neural P systems. In Pre-proceedings of the 25th conference on membrane computing, Nice, France"},{"key":"191_CR51","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1007\/s005000050088","volume":"3","author":"G P\u0103un","year":"1999","unstructured":"P\u0103un, G. (1999). (DNA) computing by carving. Soft Computing, 3, 30\u201336.","journal-title":"Soft Computing"},{"issue":"1","key":"191_CR52","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.tics.2017.09.012","volume":"22","author":"S Navlakha","year":"2018","unstructured":"Navlakha, S., Bar-Joseph, Z., & Barth, A. L. (2018). Network design and the brain. Trends in Cognitive Sciences, 22(1), 64\u201378. https:\/\/doi.org\/10.1016\/j.tics.2017.09.012","journal-title":"Trends in Cognitive Sciences"},{"issue":"10","key":"191_CR53","doi-asserted-by":"publisher","first-page":"1009458","DOI":"10.1371\/journal.pcbi.1009458","volume":"17","author":"C Scholl","year":"2021","unstructured":"Scholl, C., Rule, M. E., & Hennig, M. H. (2021). The information theory of developmental pruning: Optimizing global network architectures using local synaptic rules. PLoS Computational Biology, 17(10), 1009458.","journal-title":"PLoS Computational Biology"}],"container-title":["Journal of Membrane Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41965-025-00191-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s41965-025-00191-2","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41965-025-00191-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T16:48:59Z","timestamp":1766076539000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s41965-025-00191-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,18]]},"references-count":53,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,12]]}},"alternative-id":["191"],"URL":"https:\/\/doi.org\/10.1007\/s41965-025-00191-2","relation":{},"ISSN":["2523-8906","2523-8914"],"issn-type":[{"value":"2523-8906","type":"print"},{"value":"2523-8914","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,18]]},"assertion":[{"value":"17 October 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 April 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 August 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}