公开(公告)号：US20250148298A1

公开(公告)日：2025-05-08

申请号：US18504834

申请日：2023-11-08

Applicant: AUTOBRAINS TECHNOLOGIES LTD.

Inventor： Julius Engelsöy ,  Armin Biess ,  Issac Misri ,  Joey Hendry

IPC: G06N3/10 ,  G06N3/084

Abstract: A method for visualizing neurons in an Artificial Intelligence (AI) model for autonomous driving. The method includes obtaining, from a number of neurons of the AI model for a task, one or more neurons; determining, for each of the one or more neurons, a respective Region of Interest (ROI) of an input related to the task, wherein the respective ROI is encoded by the one or more neurons for the task; and producing a human-interpretable representation of the determined respective ROI of the input for at least a portion of the one or more neurons, by applying a first operation including Layer-wise Relevance Propagation (LRP).