MODEL CALCULATION UNIT AND CONTROL UNIT FOR CALCULATING AN RBF MODEL

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.

Machine learningEvolutionary computationAI hardwareG06N 3/063B60W 10/06G05D 1/0088G06N 3/0499G06N 3/09

AI classification

AI hardware1.00
Machine learning0.99
Evolutionary computation0.76
Planning0.05
Vision0.01
Speech0.00
Knowledge representation0.00
Natural language0.00

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.

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