公开(公告)号：US20240119288A1

公开(公告)日：2024-04-11

申请号：US17962559

申请日：2022-10-10

Applicant: AAC Technologies Pte. Ltd.

Inventor： Caglar Aytekin

IPC: G06N3/08 ,  G06N3/04

CPC classification number: G06N3/082 ,  G06N3/0427

Abstract: A method for converting neural network, applied to a terminal device, including: initializing a decision tree, and setting a root of the decision tree; and branching leafs from the root of the decision tree based on effective filters of the neutral network as a decision rule, until all effective filters of the neutral network are covered by the decision tree. The neutral network is a piece-wise linearly activated neutral network. In this method, the neutral network is converted as decision trees and is explained based on the decision trees, so as to solve the black-box problem of the neutral network.