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dc.contributor.authorSantamaría Pérez, María Eugenia
dc.contributor.authorLagunas Hernandez, Miguel A.
dc.contributor.authorCabrera-Bean, Margarita
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.identifier.citationSantamaría, M., Lagunas, M., Margarita Cabrera-Bean. Neural nets filters: integrated coding and signaling in communication systems. A: Mediterranean Electrotechnical Conference. "MELECON '89: Mediterranean Electrotechnical Conference: April, 11-12-13, 1989: Forum Picoas, Lisboa". Lisboa: 1989, p. 532-535.
dc.description.abstractThe authors describe the potential of neural net filters in communication systems. They consider applications of neural networks in those fields associated with communications where time-varying linear systems need to be used; the structure of the neural net considered is the multiple-layer feed-forward network. It is shown that an FIR (finite impulse response) filter with finite representation of its output could be viewed as a two-layer neural net. Experiments on the equalization of nonlinear communication channels with memory are reported, demonstrating the potential of neural networks in integrated tools for signal processing and decoding
dc.format.extent4 p.
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació
dc.subject.lcshFilters and filtration
dc.subject.lcshSignal processing
dc.subject.otherDigital filters
dc.subject.otherFiltering and prediction theory
dc.titleNeural nets filters: integrated coding and signaling in communication systems
dc.typeConference report
dc.subject.lemacFiltres i filtració
dc.subject.lemacTractament del senyal
dc.contributor.groupUniversitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
dc.description.versionPostprint (published version)
local.citation.authorSantamaría, M.; Lagunas, M.; Cabrera-Bean, Margarita
local.citation.contributorMediterranean Electrotechnical Conference
local.citation.publicationNameMELECON '89: Mediterranean Electrotechnical Conference: April, 11-12-13, 1989: Forum Picoas, Lisboa

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