The invention relates to methods for generating a compressed version of an artificial neural network (12). The invention provides that the network (12) is operated as a teacher network (12) together with an artificial neural discriminator network (15) and an artificial neural school network (13), both arranged as GANs, Generative Neural Networks maintaining a configuration of the teacher network (12) unchanged and training the student network (13) by a predetermined GAN method (14) to generate a respective output such as the teacher network (12) to a plurality of predetermined input data sets (16) Discriminator network (15) is operated as a discriminator of the GAN method (14), and the trained student network (13) as the compressed version of the teacher network (12) is provided.

Method for producing a compressed version of an artificial neuronal network and device and storage medium / Belagiannis, Vasileios; Farshad, Azade; Galasso, Fabio. - (2018).

Method for producing a compressed version of an artificial neuronal network and device and storage medium

GALASSO, Fabio
2018

Abstract

The invention relates to methods for generating a compressed version of an artificial neural network (12). The invention provides that the network (12) is operated as a teacher network (12) together with an artificial neural discriminator network (15) and an artificial neural school network (13), both arranged as GANs, Generative Neural Networks maintaining a configuration of the teacher network (12) unchanged and training the student network (13) by a predetermined GAN method (14) to generate a respective output such as the teacher network (12) to a plurality of predetermined input data sets (16) Discriminator network (15) is operated as a discriminator of the GAN method (14), and the trained student network (13) as the compressed version of the teacher network (12) is provided.
2018
Computer vision; Machine Learning; Detection; Recognition
05 Brevetto::05a Brevetto
Method for producing a compressed version of an artificial neuronal network and device and storage medium / Belagiannis, Vasileios; Farshad, Azade; Galasso, Fabio. - (2018).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1342897
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