Benchmark: Nonlinear Hybrid Automata Model of Excitable Cardiac Tissue

Loading...
Thumbnail Image

Degree type

Discipline

Subject

CPS Medical
Computer Engineering
Electrical and Computer Engineering

Funder

Grant number

License

Copyright date

Distributor

Related resources

Contributor

Abstract

Implantable cardiac devices like pacemakers and defibrillators are life-saving medical devices. To verify their functionality, there is a need for heart models that can simulate interesting phenomena and are relatively computationally tractable. In this benchmark we implement a model of the electrical activity in excitable cardiac tissue as a network of nonlinear hybrid automata. The model has previously been shown to simulate fast arrhythmias. The hybrid automata are arranged in a square n-by-n grid and communicate via their voltages. Our Matlab implementation allows the user to specify any size of model $n$, thus rendering it ideal for benchmarking purposes since we can study tool efficiency as a function of size. We expect the model to be used to analyze parameter ranges and network connectivity that lead to dangerous heart conditions. It can also be connected to device models for device verification.

Advisor

Date Range for Data Collection (Start Date)

Date Range for Data Collection (End Date)

Digital Object Identifier

Series name and number

Publication date

2016-03-20

Volume number

Issue number

Publisher

Publisher DOI

Journal Issues

Comments

Recommended citation

Collection