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公开(公告)号：US11664820B2
公开(公告)日：2023-05-30
申请号：US16891697
申请日：2020-06-03
Applicant: Nokia Technologies Oy
Inventor： Shaoduo Gan , Akhil Mathur , Anton Isopoussu
CPC classification number: H03M7/6064 , G06N3/088 , H03M7/6011
Abstract: An apparatus, method and computer program is described comprising: initialising weights of a target encoder based on a source encoder; initialising weights of a target discriminator associated with the target encoder such that the target discriminator is initialised to match a source discriminator associated with the source encoder; applying some of a target data set to the target encoder to generate target encoder outputs; applying the target encoder outputs to the target discriminator to generate a first local loss function output; training the target encoder to seek to increase the first local loss function output; training the target discriminator to seek to decrease the first local loss function output; and synchronising weights of the target discriminator and the source discriminator.
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公开(公告)号：US11620497B2
公开(公告)日：2023-04-04
申请号：US16416751
申请日：2019-05-20
Applicant: Nokia Technologies Oy
Inventor： Anton Isopoussu
Abstract: An apparatus that operates in a first mode of operation to enable performance of a first predetermined task to transfer data via a transmitter device to a receiver device across a first communication channel using a first artificial neural network, wherein the first artificial neural network is partitioned to the transmitter device and the receiver device, and operate in a second mode of operation to enable performance of a second predetermined task to transfer data via the transmitter device to the receiver device across a second communication channel using a second artificial neural network, wherein the second artificial neural network is partitioned to the transmitter device and the receiver device, and determine to operate the apparatus in the first mode or the second mode.
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