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. 27, 2022
Filed:
Jan. 27, 2020
GE Precision Healthcare Llc, Milwaukee, WI (US);
Tao Tan, Eindhoven, NL;
Min Zhang, San Ramon, CA (US);
Gopal Biligeri Avinash, San Ramon, CA (US);
Lehel Ferenczi, Dunakeszi, HU;
Levente Imre Török, Budapest, HU;
Pál Tegzes, Budapest, HU;
GE PRECISION HEALTHCARE LLC, Wauwatosa, WI (US);
Abstract
Systems and techniques that facilitate freeze-out as a regularizer in training neural networks are presented. A system can include a memory and a processor that executes computer executable components. The computer executable components can include: an assessment component that identifies units of a neural network, a selection component that selects a subset of units of the neural network, and a freeze-out component that freezes the selected subset of units of the neural network so that weights of output connections from the frozen subset of units will not be updated for a training run.