公开(公告)号：US20220108173A1

公开(公告)日：2022-04-07

申请号：US17491351

申请日：2021-09-30

Applicant: QUALCOMM Incorporated

Inventor： Marc Anton FINZI ,  Roberto BONDESAN ,  Max WELLING

IPC: G06N3/08 ,  G06N3/04

Abstract: Certain aspects of the present disclosure provide techniques for performing operations with probabilistic numeric convolutional neural network, including: defining a Gaussian Process based on a mean and a covariance of input data; applying a linear operator to the Gaussian Process to generate pre-activation data; applying a nonlinear operation to the pre-activation data to form activation data; and applying a pooling operation to the activation data to generate an inference.