公开(公告)号：US20230409963A1

公开(公告)日：2023-12-21

申请号：US18032115

申请日：2021-10-19

Applicant: INTERDIGITAL PATENT HOLDINGS, INC

Inventor： Yugeswar Deenoo NARAYANAN THANGARAJ ,  Swayambhoo JAIN ,  Sriram RAVULA ,  Ghyslain PELLETIER

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: A method is described for using artificial intelligence (AI) components in association with first a transceiver node in a wireless network, where the first node is configured to send data over a wireless channel and to initiate a training procedure for an artificial intelligent component in a second node. The first node, having an encoder, transmits, to a decoder in the second node, a plurality of ordered training pairs, the transmission in response to a detection of a trigger condition based on a reconstruction loss value determined by the first node. The first node receives, from the second node, partially processed training information corresponding to the transmitted training pairs. The first node updates learnable parameters of the encoder based on the received partially processed training information to reduce the reconstruction loss value.