DEEPX Neural Processor Predicts Cardiovascular Disease Using AI

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Neural processing unit for cardiovascular disease prediction artificial neural network model

Grant US12609200B2 Kind: B2 Apr 21, 2026

Assignee

DEEPX CO., LTD.

Inventors

Lokwon Kim

Abstract

A neural processing unit includes a controller to receive a compiled machine code of an artificial neural network (ANN) model for predicting cardiovascular disease, the ANN model configured to receive sensing data of ECG, respiration, pulse rate, acceleration, and/or body temperature and to output a probability of disease onset for cerebral infarction, heart failure, and/or ischemic heart disease in a user; an input circuit configured to receive a plurality of input signals corresponding to the ANN model; a processing element (PE) array to perform a calculation of the ANN model; a special function unit (SFU) to perform a special function of calculating the ANN model; and an on-chip memory to store operation data of the ANN model, wherein the controller controls the PE array, the SFU, and the on-chip memory to process the ANN model according to data locality information of the ANN model included in the compiled machine code.

CPC Classifications

G16H 50/20 G06N 3/063

Filing Date

2023-04-13

Application No.

18134544

Claims

19

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