Vorrichtung, Datenstruktur und Computerimplementiertes Verfahren zur Konfiguration eines Modells

Details

Veröffentlichungs-Nr.

EP4718284

Anmeldetag

25. September 2024

Veröffentlichung

1. April 2026

Rechtsraum

EP

Abstract

Device, data structure and method for configuring a model, wherein the method comprises providing (202) the model configured for determining an output of the model depending on an output of a layer of the model, wherein the layer is configured to map a multidimensional input of the layer depending on trained weights to a multidimensional output of the layer, wherein the method comprises iteratively arranging (206) the trained weights in vectors of a first matrix, determining (206) a second matrix by removing at least one vector from the first matrix, determining (206) an input of reduced dimensions by removing from the multidimensional input the dimension that corresponds or the dimensions that correspond to the at least one vector, configuring (206) the model (106) with a layer of reduced dimensions that is configured to map the input of reduced dimensions depending on weights from the second matrix to an output of reduced dimensions, and configuring (206) the model for determining the output of the model depending on the output of reduced dimensions, providing (204) training data, training (208) the weights of the layer of reduced dimensions on the training data, and providing (206) the trained weights of the layer of reduced dimensions for the first matrix.

Anmelder

Firma

Robert Bosch GmbH

Land

🇩🇪 Deutschland