{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:24:41Z","timestamp":1759332281776},"publisher-location":"Berlin, Heidelberg","reference-count":54,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540888680"},{"type":"electronic","value":"9783540888697"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-540-88869-7_15","type":"book-chapter","created":{"date-parts":[[2009,8,12]],"date-time":"2009-08-12T21:41:55Z","timestamp":1250113315000},"page":"273-291","source":"Crossref","is-referenced-by-count":14,"title":["Spiking Neural P Systems. Recent Results, Research Topics"],"prefix":"10.1007","author":[{"given":"Gheorghe","family":"P\u0103un","sequence":"first","affiliation":[]},{"given":"Mario J.","family":"P\u00e9rez-Jim\u00e9nez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,8,13]]},"reference":[{"key":"15_CR1","volume-title":"Molecular biology of the cell","author":"B Alberts","year":"2002","unstructured":"Alberts B, Johnson A, Lewis J, Raff M, Roberts K, Walter P (2002) Molecular biology of the cell, 4th edn. Garland Science, New York","edition":"4"},{"key":"15_CR2","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/11963516_8","volume-title":"Membrane computing, international workshop, WMC7, revised, selected, and invited papers","author":"A Alhazov","year":"2006","unstructured":"Alhazov A, Freund R, Oswald M, Slavkovik M (2006) Extended variants of spiking neural P systems generating strings and vectors of non-negative integers. In: Hoogeboom HJ, P\u0103un Gh, Rozenberg G, Salomaa A (eds) Membrane computing, international workshop, WMC7, revised, selected, and invited papers, Leiden, The Netherlands. Lecture notes in computer science, vol\u00a04361. Springer, Berlin, pp\u00a0123\u2013134"},{"key":"15_CR3","first-page":"63","volume-title":"Proceedings of fifth brainstorming week on membrane computing","author":"A Binder","year":"2007","unstructured":"Binder A, Freund R, Oswald M, Vock L (2007) Extended spiking neural P systems with excitatory and inhibitory astrocytes. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fifth brainstorming week on membrane computing. Fenix Editora, Sevilla, pp\u00a063\u201372"},{"key":"15_CR4","unstructured":"Carnell A, Richardson D Parallel computation in spiking neural nets. Available at http:\/\/people.bath.ac.uk\/masdr\/"},{"issue":"1","key":"15_CR5","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1142\/S012905410600370X","volume":"17","author":"M Cavaliere","year":"2006","unstructured":"Cavaliere M, Deufemia V (2006) On time-free P systems. Int J Found Comput Sci 17(1):69\u201390","journal-title":"Int J Found Comput Sci"},{"key":"15_CR6","unstructured":"Cavaliere M, Freund R, Leitsch A, P\u0103un Gh (2005) Event-related outputs of computations in P systems. In Proceedings of the third brainstorming week on membrane computing, Sevilla. RGNC report 01\/2005, pp\u00a0107\u2013122"},{"key":"15_CR7","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/978-3-540-31837-8_14","volume-title":"Membrane computing. International workshop WMC5","author":"M Cavaliere","year":"2005","unstructured":"Cavaliere M, Sburlan D (2005) Time-independent P systems. In: Membrane computing. International workshop WMC5, Milano, Italy, 2004. Lecture notes in computer science, vol\u00a03365. Springer, Berlin, pp 239\u2013258"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Cavaliere M, Egecioglu E, Ibarra OH, Ionescu M, P\u0103un Gh, Woodworth S (2009) Asynchronous spiking neural P systems Theor Comp Sci (in press)","DOI":"10.1016\/j.tcs.2009.02.031"},{"issue":"1\u20134","key":"15_CR9","first-page":"141","volume":"75","author":"H Chen","year":"2007","unstructured":"Chen H, Freund R, Ionescu M, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ (2007) On string languages generated by spiking neural P systems. Fund Inform 75(1\u20134):141\u2013162","journal-title":"Fund Inform"},{"key":"15_CR10","first-page":"195","volume-title":"Proceedings of fourth brainstorming week on membrane computing","author":"H Chen","year":"2006","unstructured":"Chen H, Ionescu M, Ishdorj T-O (2006) On the efficiency of spiking neural P systems. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fourth brainstorming week on membrane computing, vol\u00a0I. Fenix Editora, Sevilla, pp 195\u2013206; and in: Proceedings of the 8th international conference on electronics, information, and communication, Ulanbator, Mongolia, June 2006, pp\u00a049\u201352"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Chen H, Ionescu M, Ishdorj T-O, P\u0103un A, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ Spiking neural P systems with extended rules: universality and languages. Nat Comput 7(2):147\u2013166","DOI":"10.1007\/s11047-006-9024-6"},{"key":"15_CR12","first-page":"207","volume-title":"Proceedings of fourth brainstorming week on membrane computing","author":"H Chen","year":"2006","unstructured":"Chen H, Ionescu M, P\u0103un A, P\u0103un Gh, Popa B (2006) On trace languages generated by spiking neural P systems. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fourth brainstorming week on membrane computing, vol\u00a0I. Fenix Editora, Sevilla, pp 207\u2013224; and in: Proceedings of the eighth international workshop on descriptional complexity of formal systems (DCFS 2006), Las Cruces, NM, USA, 21\u201323 June 2006, pp\u00a094\u2013105"},{"issue":"4","key":"15_CR13","first-page":"418","volume":"17","author":"H Chen","year":"2007","unstructured":"Chen H, Ishdorj T-O, P\u0103un Gh (2007) Computing along the axon. Prog Nat Sci 17(4):418\u2013423","journal-title":"Prog Nat Sci"},{"key":"15_CR14","first-page":"241","volume-title":"Proceedings of fourth brainstorming week on membrane computing","author":"H Chen","year":"2006","unstructured":"Chen H, Ishdorj T-O, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ (2006) Spiking neural P systems with extended rules. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fourth brainstorming week on membrane computing, vol\u00a0I. Fenix Editora, Sevilla, pp\u00a0241\u2013265"},{"issue":"1","key":"15_CR15","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/j.tcs.2007.03.044","volume":"378","author":"G Ciobanu","year":"2007","unstructured":"Ciobanu G, Pan L, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ (2007) P systems with minimal parallelism. Theor Comput Sci 378(1):117\u2013130","journal-title":"Theor Comput Sci"},{"key":"15_CR16","unstructured":"Freund R, Ionescu M, Oswald M (2007) Extended spiking neural P systems with decaying spikes and\/or total spiking. In: ACMC\/FCT 2007 workshop, Budapest"},{"key":"15_CR17","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511815706","volume-title":"Spiking neuron models. Single neurons, populations, plasticity","author":"W Gerstner","year":"2002","unstructured":"Gerstner W, Kistler W (2002) Spiking neuron models. Single neurons, populations, plasticity. Cambridge University Press, Cambridge"},{"volume-title":"Proceedings of fourth brainstorming week on membrane computing","year":"2006","key":"15_CR18","unstructured":"Guti\u00e9rrez-Naranjo MA et al. (eds) (2006) Proceedings of fourth brainstorming week on membrane computing. Fenix Editora, Sevilla"},{"volume-title":"Proceedings of fifth brainstorming week on membrane computing","year":"2007","key":"15_CR19","unstructured":"Guti\u00e9rrez-Naranjo MA et al. (eds) (2007) Proceedings of fifth brainstorming week on membrane computing. Fenix Editora, Sevilla"},{"key":"15_CR20","series-title":"Lecture notes in computer science","volume-title":"Membrane computing, international workshop, WMC7, revised, selected, and invited papers","year":"2006","unstructured":"Hoogeboom HJ, P\u0103un Gh, Rozenberg G, Salomaa A (eds) (2006) Membrane computing, international workshop, WMC7, revised, selected, and invited papers, Leiden, The Netherlands, 2006. Lecture notes in computer science, vol 4361. Springer, Berlin"},{"issue":"2\u20133","key":"15_CR21","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1016\/j.tcs.2006.11.025","volume":"372","author":"OH Ibarra","year":"2007","unstructured":"Ibarra OH, P\u0103un A, P\u0103un Gh, Rodr\u00edguez-Pat\u00f3n A, Sosik P, Woodworth S (2007) Normal forms for spiking neural P systems. Theor Comput Sci 372(2\u20133):196\u2013217","journal-title":"Theor Comput Sci"},{"key":"15_CR22","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/978-3-540-74240-1_2","volume-title":"Proceedings of the FCT 2007","author":"OH Ibarra","year":"2007","unstructured":"Ibarra OH, Woodworth S (2007) Spiking neural P systems: some characterizations. In: Proceedings of the FCT 2007, Budapest. Lecture notes in computer science, vol\u00a04639. Springer, Berlin, pp 23\u201337"},{"issue":"6","key":"15_CR23","doi-asserted-by":"publisher","first-page":"1247","DOI":"10.1142\/S0129054107005297","volume":"18","author":"OH Ibarra","year":"2007","unstructured":"Ibarra OH, Woodworth S (2007) Characterizing regular languages by spiking neural P systems. Int J Found Comput Sci 18(6):1247\u20131256","journal-title":"Int J Found Comput Sci"},{"key":"15_CR24","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1007\/11839132_10","volume-title":"Proceedings of the UC2006","author":"OH Ibarra","year":"2006","unstructured":"Ibarra OH, Woodworth S, Yu F, P\u0103un A (2006) On spiking neural P systems and partially blind counter machines. In: Proceedings of the UC2006, York. Lecture notes in computer science, vol\u00a04135. Springer, Berlin, pp\u00a0113\u2013129"},{"key":"15_CR25","doi-asserted-by":"crossref","unstructured":"Ionescu M, P\u0103un A, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ (2006) Computing with spiking neural P systems: traces and small universal systems. In: Mao C, Yokomori Y, Zhang B-T (eds) Proceedings of the DNA12, Seoul, June 2006, pp\u00a032\u201342","DOI":"10.1007\/11925903_1"},{"issue":"2\u20133","key":"15_CR26","first-page":"279","volume":"71","author":"M Ionescu","year":"2006","unstructured":"Ionescu M, P\u0103un Gh, Yokomori T (2006) Spiking neural P systems. Fund Inform 71(2\u20133):279\u2013308","journal-title":"Fund Inform"},{"issue":"2","key":"15_CR27","first-page":"135","volume":"3","author":"M Ionescu","year":"2007","unstructured":"Ionescu M, P\u0103un Gh, Yokomori T (2007) Spiking neural P systems with exhaustive use of rules. Int J Unconv Comput 3(2):135\u2013154","journal-title":"Int J Unconv Comput"},{"key":"15_CR28","unstructured":"Ionescu M, Sburlan D Several applications of spiking neural P systems. In: Proceedings of the WMC8, Thessaloniki, June 2007, pp 383\u2013394"},{"key":"15_CR29","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/S0304-3975(96)00080-1","volume":"168","author":"I Korec","year":"1996","unstructured":"Korec I (1996) Small universal register machines. Theor Comput Sci 168:267\u2013301","journal-title":"Theor Comput Sci"},{"key":"15_CR30","doi-asserted-by":"crossref","unstructured":"Leporati A, Mauri G, Zandron C, P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ (2007) Uniform solutions to SAT and subset sum by spiking neural P systems (submitted)","DOI":"10.1007\/s11047-008-9091-y"},{"key":"15_CR31","series-title":"Lecture notes in computer science","volume-title":"Membrane computing, international workshop, WMC8, selected and invited papers","author":"A Leporati","year":"2007","unstructured":"Leporati A, Zandron C, Ferretti C, Mauri G (2007) Solving numerical NP-complete problems with spiking neural P systems. In: Eleftherakis G, Kefalas P, P\u0103un Gh, Rozenberg G, Salomaa\u00a0A (eds) Membrane computing, international workshop, WMC8, selected and invited papers, Thessaloniki, Greece. Lecture notes in computer science, vol\u00a04860. Springer, Berlin"},{"key":"15_CR32","unstructured":"Leporati A, Zandron C, Ferretti C, Mauri G (2007) On the computational power of spiking neural P systems. Int J Unconv Comput 5(5)"},{"issue":"1","key":"15_CR33","first-page":"32","volume":"8","author":"W Maass","year":"2002","unstructured":"Maass W (2002) Computing with spikes. Found Inform Process TELEMATIK 8(1):32\u201336 (special issue)","journal-title":"Found Inform Process TELEMATIK"},{"key":"15_CR34","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1007\/978-0-387-21703-1_9","volume-title":"Models of neural networks. Early vision and attention","author":"W Maass","year":"2002","unstructured":"Maass W (2002) Paradigms for computing with spiking neurons. In: van Hemmen JL, Cowen JD, Domany E (eds) Models of neural networks. Early vision and attention. Springer, Berlin, pp 373\u2013402"},{"volume-title":"Pulsed neural networks","year":"1999","key":"15_CR35","unstructured":"Maass W, Bishop C (eds) (1999) Pulsed neural networks. MIT Press, Cambridge"},{"key":"15_CR36","unstructured":"O\u2019Dwyer C, Richardson D (eds) Spiking neural nets with symbolic internal state. Available at http:\/\/people.bath.ac.uk\/masdr\/"},{"issue":"1","key":"15_CR37","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.biosystems.2006.06.006","volume":"90","author":"A P\u0103un","year":"2007","unstructured":"P\u0103un A, P\u0103un Gh (2007) Small universal spiking neural P systems. Biosystems 90(1):48\u201360","journal-title":"Biosystems"},{"key":"15_CR38","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56196-2","volume-title":"Membrane computing\u2014an introduction","author":"Gh P\u0103un","year":"2002","unstructured":"P\u0103un Gh (2002) Membrane computing\u2014an introduction. Springer, Berlin"},{"key":"15_CR39","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1007\/11779148_3","volume-title":"Proceeding of developments in language theory conference, DLT 2006","author":"Gh P\u0103un","year":"2006","unstructured":"P\u0103un Gh (2006) Languages in membrane computing. Some details for spiking neural P systems. In: Proceeding of developments in language theory conference, DLT 2006, Santa Barbara, June 2006. Lecture notes in computer science, vol 4036. Springer, Berlin, pp 20\u201335"},{"key":"15_CR40","first-page":"263","volume-title":"Proceedings of fifth brainstorming week on membrane computing","author":"Gh P\u0103un","year":"2007","unstructured":"P\u0103un Gh (2007) Twenty six research topics about spiking neural P systems. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fifth brainstorming week on membrane computing. Fenix Editora, Sevilla, pp\u00a0263\u2013280"},{"issue":"11","key":"15_CR41","first-page":"1707","volume":"13","author":"Gh P\u0103un","year":"2007","unstructured":"P\u0103un Gh (2007) Spiking neural P systems with astrocyte-like control. J Univ Comput Sci 13(11):1707\u20131721","journal-title":"J Univ Comput Sci"},{"issue":"4","key":"15_CR42","doi-asserted-by":"publisher","first-page":"975","DOI":"10.1142\/S0129054106004212","volume":"17","author":"Gh P\u0103un","year":"2006","unstructured":"P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ, Rozenberg G (2006) Spike trains in spiking neural P systems. Int J Found Comput Sci 17(4):975\u20131002","journal-title":"Int J Found Comput Sci"},{"key":"15_CR43","doi-asserted-by":"crossref","unstructured":"P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ, Rozenberg G (2006) Infinite spike trains in spiking neural P systems (submitted)","DOI":"10.1142\/S0129054106004212"},{"key":"15_CR44","unstructured":"P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ, Salomaa A (2006) Bounding the indegree of spiking neural P systems. TUCS technical report 773"},{"key":"15_CR45","doi-asserted-by":"publisher","first-page":"435","DOI":"10.1142\/S0129054107004772","volume":"18","author":"Gh P\u0103un","year":"2007","unstructured":"P\u0103un Gh, P\u00e9rez-Jim\u00e9nez MJ, Salomaa A (2007) Spiking neural P systems. An early survey. Int J Found Comput Sci 18:435\u2013456","journal-title":"Int J Found Comput Sci"},{"key":"15_CR46","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/S0928-4257(02)00007-4","volume":"96","author":"G Perea","year":"2002","unstructured":"Perea G, Araque A (2002) Communication between astrocytes and neurons: a complex language. J Physiol (Paris) 96:199\u2013207","journal-title":"J Physiol (Paris)"},{"key":"15_CR47","first-page":"299","volume-title":"Proceedings of fifth brainstorming week on membrane computing","author":"D Ram\u00edrez-Mart\u00ednez","year":"2007","unstructured":"Ram\u00edrez-Mart\u00ednez D, Guti\u00e9rrez-Naranjo MA (2007) A software tool for dealing with spiking neural P systems. In: Guti\u00e9rrez-Naranjo MA et al. (eds) Proceedings of fifth brainstorming week on membrane computing. Fenix Editora, Sevilla, pp\u00a0299\u2013312"},{"key":"15_CR48","unstructured":"Sburlan D (2006) Promoting and inhibiting contexts in membrane computing. PhD thesis, University of Sevilla, Spain"},{"key":"15_CR49","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1016\/S0928-4257(00)80055-8","volume":"93","author":"I Segev","year":"1999","unstructured":"Segev I, Schneidman E (1999) Axons as computing devices: basic insights gained from models. J Physiol (Paris) 93:263\u2013270","journal-title":"J Physiol (Paris)"},{"key":"15_CR50","unstructured":"Shen X, De Wilde P (2009) Long-term neuronal behavior caused by two synaptic modification mechanisms. Neurocomputing (to appear)"},{"key":"15_CR51","volume-title":"Neurobiology","author":"GM Shepherd","year":"1994","unstructured":"Shepherd GM (1994) Neurobiology. Oxford University Press, Oxford"},{"key":"15_CR52","volume-title":"The encyclopedia of integer sequences","author":"NJA Sloane","year":"1995","unstructured":"Sloane NJA, Plouffe S (1995) The encyclopedia of integer sequences. Academic Press, New York"},{"key":"15_CR53","unstructured":"Wang J, Pan L (2007) Excitatory and inhibitory spiking neural P systems. Manuscript"},{"key":"15_CR54","unstructured":"The P systems web page. http:\/\/ppage.psystems.eu"}],"container-title":["Natural Computing Series","Algorithmic Bioprocesses"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88869-7_15.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:09:26Z","timestamp":1606183766000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88869-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783540888680","9783540888697"],"references-count":54,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88869-7_15","relation":{},"ISSN":["1619-7127"],"issn-type":[{"type":"print","value":"1619-7127"}],"subject":[],"published":{"date-parts":[[2009]]}}}