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Constrained Least Absolute Deviation Neural Networks

It is well known that least absolute deviation (LAD) criterion or L(1)-norm used for estimation of parameters is characterized by robustness, i.e., the estimated parameters are totally resistant (insensitive) to large changes in the sampled data. This is an extremely useful feature, especially, when...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Wang, Zhishun, Peterson, Bradley S.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2008
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2386761/
https://ncbi.nlm.nih.gov/pubmed/18269958
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNN.2007.905840
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