公开(公告)号：US20230351163A1

公开(公告)日：2023-11-02

申请号：US17733758

申请日：2022-04-29

Applicant: Huawei Technologies Co., Ltd.

Inventor： Yehui TANG ,  Kai HAN ,  Jianyuan GUO ,  Yunhe WANG ,  Yanxi LI ,  Chang XU ,  Chao XU

IPC: G06N3/04 ,  G06K9/62

CPC classification number: G06N3/0481 ,  G06K9/6232 ,  G06K9/6261

Abstract: A method is provided for data processing based on a multi-layer perceptrons (MLP) architecture. The method comprises determining a plurality of tokens for a piece of data, generating an amplitude and a phase for each of the plurality of tokens, optimizing the plurality of tokens by mixing the plurality of tokens based on the amplitudes and the phases, and determining one or more features included in the piece of data based on the plurality of optimized tokens. Each token includes information associated with a segment of the piece of data.