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:
Dec. 14, 2021
Filed:
Oct. 24, 2017
International Business Machines Corporation, Armonk, NY (US);
John V. Arthur, Mountain View, CA (US);
Pallab Datta, San Jose, CA (US);
Steven K. Esser, San Jose, CA (US);
Myron D. Flickner, San Jose, CA (US);
Dharmendra S. Modha, San Jose, CA (US);
Tapan K. Nayak, San Jose, CA (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
Hardware placement of neural networks is provided. In various embodiments, a network description is read. The network description describes a spiking neural network. The neural network is trained. An initial placement of the neural network on a plurality of cores is performed. The cores are located on a plurality of chips. Inter-chip communications are measured based on the initial placement. A final placement of the neural network on the plurality of cores is performed based on the inter-chip communications measurements and the initial placement. The final placement reduces inter-chip communication.