The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 11, 2023
Filed:
Jun. 05, 2020
Intel Corporation, Santa Clara, CA (US);
Glen J. Anderson, Beaverton, OR (US);
Rajesh Poornachandran, Portland, OR (US);
Ignacio J. Alvarez, Portland, OR (US);
Giuseppe Raffa, Portland, OR (US);
Jill Boyce, Portland, OR (US);
Ankur Agrawal, Portland, OR (US);
Kshitij Arun Doshi, Tempe, AZ (US);
Intel Corporation, Santa Clara, CA (US);
Abstract
Logic may determine a specific performance of a neural network based on an event and may present the specific performance to provide a user with an explanation of the inference by a machine learning model such as a neural network. Logic may determine a first activation profile associated with the event, the first activation profile based on activation of nodes in one or more layers of the neural network during inference to generate an output. Logic may correlate the first activation profile against a second activation profile associated with a first training sample of training data. Logic may determine that the first training sample is associated with the event based on the correlation. Logic may output an indicator to identify the first training sample as being associated with the event.