公开(公告)号：US12008474B2

公开(公告)日：2024-06-11

申请号：US17016363

申请日：2020-09-09

Applicant: Samsung Electronics Co., Ltd.

Inventor： Zhengping Ji ,  John Wakefield Brothers ,  Ilia Ovsiannikov ,  Eunsoo Shim

IPC: G06N20/10 ,  G06N3/08 ,  G06N3/082 ,  G06N20/20

CPC classification number: G06N3/082

Abstract: An embodiment includes a method, comprising: pruning a layer of a neural network having multiple layers using a threshold; and repeating the pruning of the layer of the neural network using a different threshold until a pruning error of the pruned layer reaches a pruning error allowance.

公开(公告)号：US10832135B2

公开(公告)日：2020-11-10

申请号：US15488430

申请日：2017-04-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Zhengping Ji ,  John Wakefield Brothers ,  Ilia Ovsiannikov ,  Eunsoo Shim

IPC: G06T3/40 ,  G06N3/08 ,  G06N3/00 ,  A61B5/00 ,  G06Q50/22

Abstract: An embodiment includes a method, comprising: pruning a layer of a neural network having multiple layers using a threshold; and repeating the pruning of the layer of the neural network using a different threshold until a pruning error of the pruned layer reaches a pruning error allowance.