EP 1131750 A1 20010912 - MODELLING TOOL WITH CONTROLLED CAPACITY
Title (en)
MODELLING TOOL WITH CONTROLLED CAPACITY
Title (de)
MODELLIERUNGSWERKZEUG MIT KONTROLLIERTER FÄHIGKEIT
Title (fr)
OUTIL DE MODELISATION A CAPACITE CONTROLEE
Publication
Application
Priority
- FR 9902810 W 19991116
- FR 9814422 A 19981117
Abstract (en)
[origin: FR2786002A1] The invention concerns a method for modelling digital data from a data sample comprising means for acquiring input data, means for preparing the input data, means for constructing a learning model on the processed data, means for analysing the resulting model, means for operating the resulting model, characterised in that it consists in controlling by regression the consistency of the standard learning process by adding to the covariance matrix a disturbance in the form of the product of a scalar quantity lambda by a matrix H during the model computation.
IPC 1-7
IPC 8 full level
G06F 17/50 (2006.01)
CPC (source: EP US)
G06F 30/20 (2020.01 - EP US); G06F 2111/10 (2020.01 - EP US)
Citation (search report)
See references of WO 0029992A1
Citation (third parties)
Third party :
THIRIA S. ET AL.: "Statistique et méthodes neuronales, 2e cycle", 1997, DUNOD, FRANCE, ISBN: 2-10-003544-4, article LEON BOTTOU: "La mise en ceuvre des idées de Vladimir N. Vapnik", pages: 262 - 274, XP003008158
Designated contracting state (EPC)
AT BE CH CY DE DK ES FI FR GB GR IE IT LI LU MC NL PT SE
DOCDB simple family (publication)
FR 2786002 A1 20000519; FR 2786002 B1 20010209; EP 1131750 A1 20010912; US 2002156603 A1 20021024; WO 0029992 A1 20000525
DOCDB simple family (application)
FR 9814422 A 19981117; EP 99972333 A 19991116; FR 9902810 W 19991116; US 85881401 A 20010516