Discovery of the Hidden State in Ionic Models Using a Domain-Specific Recurrent Neural Network

Shahriar Iravanian

Ionic models, the set of ordinary differential equations (ODEs) describing the time evolution of the state of excitable cells, are the cornerstone of modeling in neuro- and cardiac…