ADAPTING A NEURAL NETWORK FOR INDIVIDUAL STYLE

Patent №

US 7,702,145

Granted

2010-04-20

Filed 2006

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11477332

Various technologies and techniques are disclosed for improving handwriting recognition using a neural network by allowing a user to provide samples. A recognition operation is performed on the user's handwritten input, and the user is not satisfied with the recognition result. The user selects an option to train the neural network on one or more characters to improve the recognition results. The user is prompted to specify samples for the certain character, word, or phrase, and the neural network is adjusted for the certain character, word, or phrase. Handwritten input is later received from the user. A recognition operation is performed on the handwritten input using the neural network that was adjusted for the certain character or characters.

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
Speech1.00
AI hardware0.99
Planning0.87
Knowledge representation0.24
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 180730356

Assignors

REVOW, MICHAEL, GOYAL, MANISH

On an employer assignment, the assignors are typically the inventors.

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