This code is based on the julia package RecurrentEquilibriumNetworks.jl which will be published soon. It further uses Flux and JuMP in combination with MOSEK.
This repository contains the code for the paper "Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian". We train Lipschitz-bounded 1D CNNs on the MIT-BIH heart arrythmia dataset.
This code is based on the julia package RecurrentEquilibriumNetworks.jl which will be published soon. It further uses Flux and JuMP in combination with MOSEK.
This repository contains the code for the paper "Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian". We train Lipschitz-bounded 1D CNNs on the MIT-BIH heart arrythmia dataset.