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. 30, 2021
Filed:
Mar. 27, 2019
Magic Leap, Inc., Plantation, FL (US);
Andrew Rabinovich, San Francisco, CA (US);
Vijay Badrinarayanan, Mountain View, CA (US);
Daniel Detone, San Francisco, CA (US);
Srivignesh Rajendran, Mountain View, CA (US);
Douglas Bertram Lee, Redwood City, CA (US);
Tomasz Malisiewicz, Mountain View, CA (US);
Magic Leap, Inc., Plantation, FL (US);
Abstract
The present disclosure provides an improved approach to implement structure learning of neural networks by exploiting correlations in the data/problem the networks aim to solve. A greedy approach is described that finds bottlenecks of information gain from the bottom convolutional layers all the way to the fully connected layers. Rather than simply making the architecture deeper, additional computation and capacitance is only added where it is required.