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SUMMARY:Neural networks for nonlinear modeling of dynamic systems: Design 
 problems - Skubalska-Rafajlowicz\, E (Wroclaw University of Technology)
DTSTART:20110720T093000Z
DTEND:20110720T100000Z
UID:TALK32103@talks.cam.ac.uk
CONTACT:Mustapha Amrani
DESCRIPTION:We start from a brief review of artificial neural networks wit
 h external dynamics as models for nonlinear dynamic systems (NARX\, NFIR).
  We discuss problems arising in designing of such networks. In particular\
 , we put emphasis on active learning\, i.e.\, on iterative improvements of
  the Fisher information matrix. Furthermore\, we propose random projection
 s (applied to input and/or output signals) for increasing the robustness o
 f model selection process.\n
LOCATION:Seminar Room 1\, Newton Institute
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