Invention Grant
- Patent Title: Systems and methods for predicting characteristics of an artificial heart using an artificial neural network
- Patent Title (中): 使用人造神经网络预测人造心脏特征的系统和方法
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Application No.: US13116960Application Date: 2011-05-26
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Publication No.: US08880450B2Publication Date: 2014-11-04
- Inventor: W. Kurt Dobson , Ken Poppleton
- Applicant: W. Kurt Dobson , Ken Poppleton
- Applicant Address: US UT Salt Lake City
- Assignee: World Heart Corporation
- Current Assignee: World Heart Corporation
- Current Assignee Address: US UT Salt Lake City
- Agency: Lerner, David, Littenberg, Krumholz & Mentlik, LLP
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06F19/00

Abstract:
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.
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