Record number :
100011
Title of article :
Extended Hebbian learning for blind separation of complex-valued sources
Author/Authors :
S.، Fiori, نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Pages :
-194
From page :
195
To page :
0
Abstract :
The aim of this work is to present a nonlinear extension to Sangerʹs generalized Hebbian learning algorithm for complex-valued signal processing by neural networks. A possible choice of the involved nonlinearity is discussed by recalling the Sudjianto-Hassoun interpretation of nonlinear Hebbian learning. An extension of this interpretation to the complex-valued case leads to a Rayleigh nonlinearity, that allows for separating mixed independent complex-valued circular source signals.
Keywords :
heat transfer , natural convection , Analytical and numerical techniques
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II:ANALOG AND DIGITAL SIGNAL PROCESSING
Journal title :
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II:ANALOG AND DIGITAL SIGNAL PROCESSING
Serial Year :
2003
Link To Document :
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