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Symbols may have varying durations of the order of hundreds of milliseconds. Physiologically plausible plasticity mechanisms operate on a time scale of tens of milliseconds; an interaction of the excitatory input with periodic global inhibition bridges this gap so that neural events representing successive symbols occur on this much faster timescale. The network is shown to store multiple overlapping sequences of events. It is robust to variation in symbol duration, it is scalable, and its performance degrades gracefully with perturbation of its parameters. <\/jats:p>","DOI":"10.1162\/neco.2009.12-07-679","type":"journal-article","created":{"date-parts":[[2009,10,20]],"date-time":"2009-10-20T23:41:07Z","timestamp":1256082067000},"page":"61-93","source":"Crossref","is-referenced-by-count":2,"title":["Spiking Neuron Model for Temporal Sequence Recognition"],"prefix":"10.1162","volume":"22","author":[{"given":"Sean","family":"Byrnes","sequence":"first","affiliation":[{"name":"Bionic Ear Institute, East Melbourne, Victoria 3002, Australia, and Department of Otolaryngology, University of Melbourne, Victoria 3010, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anthony N.","family":"Burkitt","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Melbourne, Victoria 3010, Australia, and Bionic Ear Institute, East Melbourne, Victoria 3002, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David B.","family":"Grayden","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering, University of Melbourne, Victoria 3010, Australia, and Bionic Ear Institute, East Melbourne, Victoria 3002, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamish","family":"Meffin","sequence":"additional","affiliation":[{"name":"NICTA, Department of Electrical and Electronic Engineering, University of Melbourne, Victoria 3010"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"281","reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/6.3.406"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.85.7.2141"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.18-04-01305.1998"},{"key":"B4","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.18-24-10464.1998"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(02)00586-X"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1016\/0959-4388(95)80012-3"},{"key":"B7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.1993.tb00521.x"},{"key":"B8","doi-asserted-by":"publisher","DOI":"10.1016\/S1364-6613(00)01851-9"},{"key":"B9","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00801.2002"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(03)00752-9"},{"key":"B11","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(00)00018-0"},{"key":"B12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00201861"},{"key":"B13","doi-asserted-by":"publisher","DOI":"10.1152\/jn.1998.80.3.1197"},{"key":"B14","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.79.8.2554"},{"key":"B15","volume-title":"Modeling and analysis in biomedicine","author":"Hopfield J. 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