公开(公告)号：US11769036B2

公开(公告)日：2023-09-26

申请号：US15956674

申请日：2018-04-18

Applicant: QUALCOMM Incorporated

Inventor： Rosario Cammarota ,  Michael Goldfarb ,  Manu Rastogi ,  Sarang Ozarde

IPC: G06N3/04 ,  G06N5/04

CPC classification number: G06N3/04 ,  G06N5/04

Abstract: An apparatus for optimizing a computational network is configure to receive an input at a first processing component. The first processing component may include at least a first programmable processing component and a second programmable processing component. The first programmable processing component is configured to compute a first nonlinear function and the second programmable processing component is configured to compute a second nonlinear function which is different than the second nonlinear function. The computational network which may be a recurrent neural network such as a long short-term memory may be operated to generate an inference based at least in part on outputs of the first programmable processing component and the second programmable processing component.