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[BT01] Les Perceptrons Multicouches: de la régression non-linéaire aux problèmes inverses
Rapport Scientifique : Date de dépot: 2001/01/01, (Tech. Rep.: CEDRIC-01-242)Mots clés: Non linear regression
Résumé:
The problem of nonlinear least square regression using multi-layered
perceptrons is addressed inthispaper. A general formulation using
maximum likelihood is given and a particular attention is paid to
algorithm accounting for uncertainties. The generalization to density
estimation is given. In the second part of the paper, a general
framework allows to modelize general inverse problems.
Collaboration:
UPMC
BibTeX
| @techreport { | |||
| BT01, | |||
| title | = | "{Les Perceptrons Multicouches: de la régression non-linéaire aux problèmes inverses }", | |
| author | = | "F. Badran and S. Thiria", | |
| number | = | "{CEDRIC-01-242}", | |
| institution | = | "{CEDRIC laboratory, CNAM-Paris, France}", | |
| date | = | {01-01-2001}, | |
| } | |||
