公开(公告)号：US20230093031A1

公开(公告)日：2023-03-23

申请号：US17483200

申请日：2021-09-23

Applicant: Sony Interactive Entertainment Inc.

Inventor： Manjari Sharda ,  Benjamin Andrew Rottler

IPC: G06Q20/06 ,  G06N20/00

Abstract: A non-fungible token (NFT) associated with a computer game asset can be offered to a player or spectator of a computer game along with a predicted value of the asset generated by a machine learning (ML) model.

公开(公告)号：US20250045035A1

公开(公告)日：2025-02-06

申请号：US18228540

申请日：2023-07-31

Applicant: Sony Interactive Entertainment Inc.

Inventor： Rossen Asenov ,  Chandanit Lausoonthorn ,  Shingo Yamade ,  Manjari Sharda ,  Michael Stopa ,  Rohan Bangdiwala ,  Noah Gould ,  Vaibhav Aggarwal

IPC: G06F8/65 ,  G06N3/08 ,  G06N5/022

Abstract: A device and method for predicting a system failure from update data comprising two or more unimodal modules configured to determine feature information regarding an update to a code section. A neural network is trained with a machine learning algorithm to predict a system failure probability for the code update data that modifies the code section. The trained neural network is provided with the feature information from the two or more unimodal modules.