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:
Sep. 05, 2023
Filed:
Mar. 26, 2020
Cisco Technology, Inc., San Jose, CA (US);
Petr Somol, Marianske Lazne, CZ;
Martin Kopp, Beround, CZ;
Jan Kohout, Roudnice Nad Labem, CZ;
Jan Brabec, Rakovnik, CZ;
Marc René Jacques Marie Dupont, Prague, CZ;
Cenek Skarda, Prague, CZ;
Lukas Bajer, Somerset, WI (US);
Danila Khikhlukha, Prague, CZ;
Cisco Technology, Inc., San Jose, CA (US);
Abstract
In one embodiment, a device obtains input features for a neural network-based model. The device pre-defines a set of neurons of the model to represent known behaviors associated with the input features. The device constrains weights for a plurality of outputs of the model. The device trains the neural network-based model using the constrained weights for the plurality of outputs of the model and by excluding the pre-defined set of neurons from updates during the training.