Memory trace in spiking neural networks
DC Element | Wert | Sprache |
---|---|---|
dc.contributor.author | Castellano, M. | |
dc.contributor.author | Pipa, G. | |
dc.date.accessioned | 2021-12-23T16:30:26Z | - |
dc.date.available | 2021-12-23T16:30:26Z | - |
dc.date.issued | 2013 | |
dc.identifier.isbn | 9783642407277 | |
dc.identifier.issn | 03029743 | |
dc.identifier.uri | https://osnascholar.ub.uni-osnabrueck.de/handle/unios/16583 | - |
dc.description | Conference of 23rd International Conference on Artificial Neural Networks, ICANN 2013 ; Conference Date: 10 September 2013 Through 13 September 2013; Conference Code:99717 | |
dc.description.abstract | Spiking neural networks have a limited memory capacity, such that a stimulus arriving at time t would vanish over a timescale of 200-300 milliseconds [1]. Therefore, only neural computations that require history dependencies within this short range can be accomplished. In this paper, the limited memory capacity of a spiking neural network is extended by coupling it to an delayed-dynamical system. This presents the possibility of information exchange between spiking neurons and continuous delayed systems. © 2013 Springer-Verlag Berlin Heidelberg. | |
dc.language.iso | en | |
dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
dc.subject | Continuous delayed systems | |
dc.subject | delayed-dynamical systems | |
dc.subject | Dynamical systems | |
dc.subject | History dependencies | |
dc.subject | Information exchanges | |
dc.subject | Intelligent agents, Neural networks | |
dc.subject | Limited memory | |
dc.subject | memory trace | |
dc.subject | Neural computations | |
dc.subject | reservoir computing | |
dc.subject | spiking neural networks | |
dc.subject | Spiking neuron, Computer architecture | |
dc.title | Memory trace in spiking neural networks | |
dc.type | conference paper | |
dc.identifier.doi | 10.1007/978-3-642-40728-4_33 | |
dc.identifier.scopus | 2-s2.0-84884922381 | |
dc.identifier.url | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84884922381&doi=10.1007%2f978-3-642-40728-4_33&partnerID=40&md5=6aeeb94a998000c70fd7bddddd2ae370 | |
dc.description.volume | 8131 LNCS | |
dc.description.startpage | 264 | |
dc.description.endpage | 271 | |
dc.publisher.place | Sofia | |
dcterms.isPartOf.abbreviation | Lect. Notes Comput. Sci. | |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.orcid | 0000-0002-3416-2652 | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.netid | PiGo340 | - |
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geprüft am 04.05.2024