EP 1166227 A1 20020102 - METHOD FOR INITIALIZING A NEURAL NETWORK
Title (en)
METHOD FOR INITIALIZING A NEURAL NETWORK
Title (de)
VERFAHREN ZUM INITIALISIEREN EINES NEURALEN NETZWERKS
Title (fr)
PROCEDE D'INITIALISATION D'UN RESEAU DE NEURONES
Publication
Application
Priority
- FR 0000653 W 20000317
- FR 9903830 A 19990326
Abstract (en)
[origin: FR2791446A1] The invention relates to a method for initializing a neural network in order to emulate a non-linear function, as realized by an initialization box receiving available function data in the form of an input, i.e. an output sample and an input sample, performing the following: automatic selection of the number of required linear zones, taking into account available non-linear function data for linear approximation of said function; automatic calculation of the characteristics of the linear forms on each function zone, i.e. slope; design automation of the neural network associating the corresponding linear form with each function zone; calculation of the initial values of the parameters of the neural network, i.e. the weights and biases of the hidden neuron layer and the output neuron layer.
IPC 1-7
IPC 8 full level
G06N 3/08 (2006.01)
CPC (source: EP)
G06N 3/08 (2013.01)
Citation (search report)
See references of WO 0058909A1
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 2791446 A1 20000929; FR 2791446 B1 20010921; EP 1166227 A1 20020102; WO 0058909 A1 20001005
DOCDB simple family (application)
FR 9903830 A 19990326; EP 00910976 A 20000317; FR 0000653 W 20000317