Matthew Chad Murray

US Patent:

20230004861, Jan 5, 2023

Filed:

Jul 2, 2021

Appl. No.:

17/366773

Inventors:

- Charlotte NC, US
Matthew Bruce Murray - Roanoke TX, US

Assignee:

BANK OF AMERICA CORPORATION - Charlotte NC

International Classification:

G06N 20/00
G06N 5/04
G06F 16/248
G06F 16/245

Abstract:

Embodiments of the invention are directed to systems, methods, and computer program products for providing intelligent system and methods for identifying and weighting volatile data in machine learning data sets. The system is adaptive, in that it can be adjusted based on the needs or goals of the user utilizing it, or may intelligently and proactively adapt based on the data set or machine learning model being employed. The system may be seamlessly embedded within existing applications or programs that the user may already use to interact with one or more entities, particularly those which aid in the managing of user resources.

US Patent:

20210241092, Aug 5, 2021

Filed:

Feb 4, 2020

Appl. No.:

16/781656

Inventors:

- Charlotte NC, US
Matthew Bruce Murray - Roanoke TX, US

International Classification:

G06N 3/08
G06N 3/063
G06N 3/04

Abstract:

A method includes receiving a request to solve a problem defined by input information and applying a neural network to generate an answer to the problem. The neural network includes an input level, a manager level including a first manager, a worker level including first and second workers, and an output level. Applying the neural network includes implementing the input level to provide a piece of input information to the first manager; implementing the first manager to delegate portions of the piece of information to the first and second workers; implementing the first worker to operate on its portion of information to generate a first output; implementing the second worker to operate on its portion of information to generate a second output; and implementing the output level to generate the answer to the problem, using the first and second outputs. The method also includes transmitting a response comprising the answer.