DATA ENGINES BASED ON NEURAL NETWORK CONFIGURATIONS

Patent №

US 11,010,657

Granted

2021-05-18

Filed 2016

Owner

PAYPAL, INC.

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15130902

Various systems, mediums, and methods may involve data engines configured to generate results associated with one or more entities based on neural network configurations. An exemplary system includes a data engine with a training module, a working module, an incremental training module, and a neural network. The data engine may process data associated with the one or more entities and transfer the processed data to an input layer of the neural network. Further, outputs from the input layer may be transferred to a hidden layer of the neural network. Yet further, outputs from the hidden layer may be transferred to an output layer of the neural network. As such, one or more results may be generated from an output layer of the neural network. The one or more results may include an assessment score of the one or more entities.

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Vision0.99
Knowledge representation0.90
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

PAYPAL, INC.

assignment · 559550057

Assignors

BHATTACHARJEE, SANDEEP, SUBRAMANIAN, PONNIVALAVAN, SUBBURAMAN, RAMPRASAD, BANSAL, KOMAL, VANGIPURAM, SHYAM RANGACHARI, DATTA, INDRAJIT, SUBRAMANIAN, CHANDRASHEKHAR

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

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