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.

Date of Patent:
Nov. 29, 2022

Filed:

Dec. 11, 2019
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Panpan Xu, Santa Clara, CA (US);

Liu Ren, Cupertino, CA (US);

Yao Ming, Shenzhen, CN;

Furui Cheng, Kowloon, CN;

Huamin Qu, Kowloon, CN;

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 3/04847 (2022.01); G06N 3/08 (2006.01); G06F 3/0482 (2013.01);
U.S. Cl.
CPC ...
G06F 3/04847 (2013.01); G06F 3/0482 (2013.01); G06N 3/08 (2013.01);
Abstract

A deep sequence model with prototypes may be steered. A prototype overview is displayed, the prototype overview including a plurality of prototype sequences learned by a model through backpropagation, each of the prototype sequences including a series of events, where for each of the prototype sequences, statistical information is presented with respect to use of the prototype sequence by the model. Input is received adjusting one or more of the prototype sequences to fine-tune the model. The model is updated using the plurality of prototype sequences, as adjusted, to create an updated model. The model, as updated, is displayed in the prototype overview.


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