Systems and Methods for Predicting Characteristics of an Artificial Heart Using an Artificial Neural Network

Patent №

US 9,104,977

Granted

2015-08-11

Filed 2014

Owner

WORLD HEART CORPORATION

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14480836

A system configured to predict characteristics of an artificial heart is described. The system includes a processor and memory in electronic communication with the processor, and an artificial neural network configured to receive an input vector of a predetermined length to train the artificial neural network, produce an output vector based on the input vector, and compare the output vector with a target vector of the predetermined length. When the output vector does not match the target vector within a predetermined error rate, the network is configured to adjust at least one weight, and when the output vector matches the target vector within the predetermined error rate, the network is configured to execute the input vector to produce an estimate at least one characteristic of the artificial heart.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Planning0.99
Vision0.98
Natural language0.15
Speech0.04
Evolutionary computation0.00

Ownership

WORLD HEART CORPORATION

assignment · 358010490

Assignors

DOBSON, W. KURT, POPPLETON, KEN

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

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