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:
Jun. 16, 2026
Filed:
Oct. 26, 2022
International Business Machines Corporation, Armonk, NY (US);
Swagath Venkataramani, White Plains, NY (US);
Sarada Krithivasan, White Plains, NY (US);
Vijayalakshmi Srinivasan, New York, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Fused channel and/or fused filter convolutions for fast deep neural network execution are provided. In one aspect, a system includes: a processor, connected to a memory, configured to: implement an approximated datapath in a deep neural network having a sequence of adders and multipliers for adding up operands to provide accumulated sums for two or more groups of neurons in the deep neural network, and multiplying the accumulated sums to obtain a product; and make an inference using the deep neural network based on the product from the approximated datapath. A method for approximation in a deep neural network is also provided.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile