公开(公告)号：US20220108212A1

公开(公告)日：2022-04-07

申请号：US17308033

申请日：2021-05-04

Applicant: Apple Inc.

Inventor： Shuangfei ZHAI ,  Walter A. TALBOTT ,  Nitish SRIVASTAVA ,  Chen HUANG ,  Hanlin GOH ,  Joshua M. SUSSKIND

IPC: G06N20/00 ,  G06N5/04 ,  G06F17/16 ,  G06F40/58 ,  G06T3/40

Abstract: Attention-free transformers are disclosed. Various implementations of attention-free transformers include a gating and pooling operation that allows the attention-free transformers to provide comparable or better results to those of a standard attention-based transformer, with improved efficiency and reduced computational complexity with respect to space and time.

公开(公告)号：US20230342583A1

公开(公告)日：2023-10-26

申请号：US18080736

申请日：2022-12-13

Applicant: Apple Inc.

Inventor： Joseph Y. CHENG ,  Bradley W. GRIFFIN ,  Hanlin GOH ,  Helen Y. WENG ,  Matthias R. HOHMANN

IPC: G06N3/02

CPC classification number: G06N3/02 ,  G06T2207/20084

Abstract: A method is provided that includes receiving biosignal data measured from a user, encoding the biosignal data into a vector, and generating, using a generative model, an image based on the vector. The generated image is provided for display.