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dc.contributor.authorFerrández Vicente, José Manuel 
dc.contributor.authorToledo Moreo, Francisco Javier 
dc.contributor.authorMartínez Álvarez, José Javier 
dc.contributor.authorGarrigós Guerrero, Francisco Javier 
dc.date.accessioned2010-10-22T11:06:42Z
dc.date.available2010-10-22T11:06:42Z
dc.date.issued2010-03-29
dc.identifier.citationMARTÍNEZ ÁLVAREZ, J. Javier, TOLEDO MOREO, Javier, GARRIGÓS GUERRERO, Javier, FERRÁNDEZ VICENTE, J. Manuel. A multi-FPGA distributed embedded system for the emulation of Multi-Layer CNNs in real time video applications. En: International Workshop on Cellular Nanoscale Networks and Their Applications (12º: 2010: Berkeley, CA ). 12th International Workshop on Cellular Nanoscale Networks and Their Applications (CNNA), 2010. Berkeley, CA : Institute Electrical and Electronics Engineers. 2010. 1-5 p. ISBN 978-1-4244-6679-5es
dc.identifier.isbn978-1-4244-6679-5
dc.description.abstractThis paper describes the design and the implementation of an embedded system based on multiple FPGAs that can be used to process real time video streams in standalone mode for applications that require the use of large Multi-Layer CNNs (ML-CNNs). The system processes video in progressive mode and provides a standard VGA output format. The main features of the system are determined by using a distributed computing architecture, based on Independent Hardware Modules (IHM), which facilitate system expansion and adaptation to new applications. Each IHM is composed by an FPGA board that can hold one or more CNN layers. The total computing capacity of the system is determined by the number of IHM used and the amount of resources available in the FPGAs. Our architecture supports traditional cloned templates, but also the (simultaneous) use of time-variant and space-variant templates.es
dc.description.sponsorshipThis work has been partially supported by the Fundación Séneca de la Región de Murcia through the research projects 08801/PI/08 and 08788/PI/08, and by the Spanish Government through project TIN2008-06893-C03.es
dc.formatapplication/pdf
dc.language.isoenges
dc.publisherInstitute Electrical and Electronics Engineers (IEEE)es
dc.rightsCopyright © 2010 IEEEes
dc.titleA multi-FPGA distributed embedded system for the emulation of Multi-Layer CNNs in real time video applicationses
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.subject.otherArquitectura y Tecnología de Computadorases
dc.subjectComponente de palabras clavees
dc.subjectMulti-FPGAes
dc.subjectSistemas incrustadoses
dc.subjectEmulación CNNes
dc.subjectKeywords-componentes
dc.subjectEmbedded systemses
dc.subjectEmulation CNNes
dc.identifier.urihttp://hdl.handle.net/10317/1392
dc.contributor.investgroupGrupo de Diseño Electrónico y Técnicas de Tratamiento de señales
dc.identifier.doi10.1109/CNNA.2010.5430245


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