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. 15, 2025
Filed:
Jun. 04, 2021
International Business Machines Corporation, Armonk, NY (US);
Malte Johannes Rasch, Chappaqua, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method, computer program product, and/or computer system that performs the following operations: (i) receiving a deep neural network (DNN) having a set of inputs nodes, a set of output nodes, and a set of weight parameters; (ii) configuring the DNN for application to a set of analog resistive processing unit (RPU) arrays, the configuring including applying a set of modifiers to respective outputs of the set of output nodes, the set of modifiers corresponding to the set of analog RPU arrays; (iii) training the DNN using a training process, the training yielding an updated set of weight parameters and an updated set of modifiers; and (iv) transferring the updated set of weight parameters and the updated set of modifiers to the set of analog RPU arrays.