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dc.contributor.authorMoreno Aróstegui, Juan Manuel
dc.contributor.authorMadrenas Boadas, Jordi
dc.contributor.authorKotynia, L.
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.date.accessioned2010-03-19T15:55:46Z
dc.date.available2010-03-19T15:55:46Z
dc.date.created2009-08
dc.date.issued2009-08
dc.identifier.citationMoreno, J.; Madrenas, J.; Kotynia, L. Synchronous digital implementation of the AER communication scheme for emulating large-scale spiking neural networks models. A: NASA/ESA Conference on Adaptive Hardware and Systems. "2009 NASA/ESA Conference on Adaptive Hardware and Systems". San Francisco, CA: IEEE Computer Society Publications, 2009, p. 189-196.
dc.identifier.isbn978-0-7695-3714-6
dc.identifier.urihttp://hdl.handle.net/2117/6725
dc.description.abstractIn this paper we shall present a fully synchronous digital implementation of the Address Event Representation (AER) communication scheme that has been used in the PERPLEXUS chip in order to permit the emulation of large-scale biologically inspired spiking neural networks models. By introducing specific commands in the AER protocol it is possible to distribute the AER bus among a large number of chips where the functionality of the spiking neurons is being emulated. A careful design of the AER encoder module using compact Content Addressable Memories (CAMs) allows for a feasible realization of large-scale models.
dc.format.extent8 p.
dc.language.isoeng
dc.publisherIEEE Computer Society Publications
dc.subjectÀrees temàtiques de la UPC::Enginyeria electrònica
dc.subject.lcshNeural networks
dc.titleSynchronous digital implementation of the AER communication scheme for emulating large-scale spiking neural networks models
dc.typeConference report
dc.subject.lemacElectrònica
dc.contributor.groupUniversitat Politècnica de Catalunya. AHA - Arquitectures Hardware Avançades
dc.identifier.doi10.1109/AHS.2009.14
dc.rights.accessOpen Access
local.identifier.drac2358785
dc.description.versionPostprint (published version)
local.citation.authorMoreno, J.; Madrenas, J.; Kotynia, L.
local.citation.contributorNASA/ESA Conference on Adaptive Hardware and Systems
local.citation.pubplaceSan Francisco, CA
local.citation.publicationName2009 NASA/ESA Conference on Adaptive Hardware and Systems
local.citation.startingPage189
local.citation.endingPage196


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