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:
Mar. 01, 2016
Filed:
May. 02, 2013
Hrl Laboratories, Llc, Malibu, CA (US);
Kirill Minkovich, Campbell, CA (US);
Aleksey Nogin, Fresno, CA (US);
Yougkwan Cho, Los Angeles, CA (US);
Narayan Srinivasa, Oak Park, CA (US);
HRL Laboratories, LLC, Malibu, CA (US);
Abstract
A neuromorphic compiler includes a placement module to provide analytic placement of neurons in a neural network description. The analytic placement is to produce placed neurons. The neuromorphic compiler further includes a smoothing module to perform diffusion-based smoothing of the placed neurons; a legalization module to adjust locations of the placed neurons to correspond to legal locations of neuromorphic neurons within a neural fabric; and a simulated annealing module to refine locations of the placed neurons within the neural fabric using simulated annealing following location adjustment by the legalization module. The neural fabric is to implement a synaptic time-multiplexed (STM) neuromorphic network.