Patent №
US 11,645,502
Granted
2023-05-09
Filed 2019
Owner
ROBERT BOSCH GMBH
AI components
3
ml · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16330952
A model calculation unit for calculating an RBF model is described, including a hard-wired processor core designed as hardware for calculating a fixedly predefined processing algorithm in coupled functional blocks, the processor core being designed to calculate an output variable for an RBF model as a function of one or multiple input variable(s) of nodes V[j,k], of length scales (L[j,k]), of weighting parameters p3[j,k] predefined for each node, the output variable being formed as a sum of a value calculated for each node V[j,k], the value resulting from a product of a weighting parameter p3[j,k] assigned to the particular node V[j,k], and a result of an exponential function of a value resulting from the input variable vector as a function of a square distance of the particular node (V[j,k]), weighted by the length scales (L[j,k]), the length scales (L[j,k]) being provided separately for each of the nodes as local length scales.
AI classification
Ownership
ROBERT BOSCH GMBH
assignment · 494300433
Assignors
GUNTORO, ANDRE, KLOPPENBURG, ERNST, MARKERT, HEINER, ULMER, HOLGER
On an employer assignment, the assignors are typically the inventors.