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Such reuse of neurons has been experimentally observed and is necessary for high capacity. Sparse networks prevent the chains from being short and cyclic and show that the formation of specific synapses is not essential for chain formation. Analysis of the learning rule in a simple network of binary threshold neurons reveals the asymptotically optimal length of the emerging chains. The theoretical results generalize to simulated networks of conductance-based leaky integrate-and-fire (LIF) neurons. As an application of the emerged chain, we propose a one-shot memory for sequences of precisely timed neuronal activity.<\/jats:p>","DOI":"10.1142\/s0129065717500447","type":"journal-article","created":{"date-parts":[[2017,9,8]],"date-time":"2017-09-08T02:43:49Z","timestamp":1504838629000},"page":"1750044","source":"Crossref","is-referenced-by-count":19,"title":["Long Synfire Chains Emerge by Spike-Timing Dependent Plasticity Modulated by Population Activity"],"prefix":"10.1142","volume":"27","author":[{"given":"Felix","family":"Weissenberger","sequence":"first","affiliation":[{"name":"Department of Computer Science, ETH Z\u00fcrich, Universit\u00e4tsstrasse 6, 8092, Z\u00fcrich, Switzerland"}]},{"given":"Florian","family":"Meier","sequence":"additional","affiliation":[{"name":"Department of Computer Science, ETH Z\u00fcrich, Universit\u00e4tsstrasse 6, 8092, Z\u00fcrich, Switzerland"}]},{"given":"Johannes","family":"Lengler","sequence":"additional","affiliation":[{"name":"Department of Computer Science, ETH Z\u00fcrich, Universit\u00e4tsstrasse 6, 8092, Z\u00fcrich, Switzerland"}]},{"given":"Hafsteinn","family":"Einarsson","sequence":"additional","affiliation":[{"name":"Department of Computer Science, ETH Z\u00fcrich, Universit\u00e4tsstrasse 6, 8092, Z\u00fcrich, Switzerland"}]},{"given":"Angelika","family":"Steger","sequence":"additional","affiliation":[{"name":"Department of Computer Science, ETH Z\u00fcrich, Universit\u00e4tsstrasse 6, 8092, Z\u00fcrich, Switzerland"}]}],"member":"219","published-online":{"date-parts":[[2017,11,2]]},"reference":[{"key":"S0129065717500447BIB001","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-81708-3"},{"key":"S0129065717500447BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(01)00070-3"},{"key":"S0129065717500447BIB003","doi-asserted-by":"publisher","DOI":"10.1038\/nn1056"},{"key":"S0129065717500447BIB004","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/10\/1\/015007"},{"key":"S0129065717500447BIB005","first-page":"135\u2014144","volume-title":"Theor. 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