EP 4309079 A1 20240124 - TRANSFER LEARNING BETWEEN NEURAL NETWORKS
Title (en)
TRANSFER LEARNING BETWEEN NEURAL NETWORKS
Title (de)
TRANSFERLERNEN ZWISCHEN NEURONALEN NETZEN
Title (fr)
APPRENTISSAGE PAR TRANSFERT ENTRE RÉSEAUX NEURONAUX
Publication
Application
Priority
EP 2021058462 W 20210331
Abstract (en)
[origin: WO2022207097A1] Various embodiments relate to transfer learning associated with neural networks. A semantic analysis of a source neural network may be performed, and logical behaviour data of the source neural network may be extracted based on the semantic analysis. The logical behaviour data may then be transmitted to a target neural network. The logical behaviour data may be used in pre-training the target neural network. Devices, methods, and computer programs are disclosed.
IPC 8 full level
CPC (source: EP)
G06N 3/045 (2023.01); G06N 3/08 (2013.01)
Citation (search report)
See references of WO 2022207097A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
WO 2022207097 A1 20221006; CN 117121020 A 20231124; EP 4309079 A1 20240124
DOCDB simple family (application)
EP 2021058462 W 20210331; CN 202180096267 A 20210331; EP 21716362 A 20210331