Learning the Hodgkin-Huxley Model with Operator Learning Techniques

Edoardo Centofanti, Massimiliano Ghiotto, Luca F. Pavarino

We construct and compare three operator learning architectures, DeepONet, Fourier Neural Operator, and Wavelet Neural Operator, in order to learn the operator mapping a time-depend…