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).

公开(公告)号：US20230365157A1

公开(公告)日：2023-11-16

申请号：US18355324

申请日：2023-07-19

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Julius Engelsöy ,  Armin Biess ,  Isaac Misri ,  Igal Raichelgauz

IPC: B60W60/00 ,  B60W40/09 ,  B60W50/00 ,  B60W30/095 ,  G06N3/092

CPC classification number: B60W60/001 ,  B60W40/09 ,  B60W50/0098 ,  B60W30/0953 ,  G06N3/092 ,  B60W2554/00

Abstract: A method for augmented driving related virtual fields, the method includes obtaining object information regarding one or more objects located within an environment of a vehicle; and determining, by a processing circuit, and based on the object information, a desired virtual acceleration of the vehicle, wherein the determining of the desired virtual acceleration of the vehicle is based on a virtual physical model that represents an impact of the one or more objects on a behavior of the vehicle, wherein the virtual physical model is built based on one or more physical laws and at least one additional driving related parameter.

公开(公告)号：US20230356747A1

公开(公告)日：2023-11-09

申请号：US18355286

申请日：2023-07-19

Applicant: AUTOBRAINS TECHNOLOGIES LTD

Inventor： Julius Engelsöy ,  Armin Biess ,  Isaac Misri ,  Igal Raichelgauz

IPC: B60W60/00 ,  B60W40/09 ,  G06F8/65 ,  G06N3/04

CPC classification number: B60W60/001 ,  B60W40/09 ,  G06F8/65 ,  G06N3/04

Abstract: A method for personalizing a driving experience, the method includes (a) obtaining a neural network (NN) that generates suggested driving patterns and represents a virtual force applied on a vehicle by one or more objects for use in applying a driving related operation of the vehicle, the virtual force is related to a virtual physical model that represents impacts of the one or more objects on a behavior of the vehicle; and (b) fine tuning at least a portion of the neural network based on one or more fine tuning parameters.