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1. GLipSDP GLipSDP Public

   This repository contains the code used for the paper "Lipschitz constant estimation for general neural network architectures using control tools".

   MATLAB 4

2. IQCs-for-NNs IQCs-for-NNs Public

   This is the code that was used in the paper "Linear systems with neural network nonlinearities: Improved stability analysis via acausal Zames-Falb multipliers".

   MATLAB 2

3. 1D-LipCNNs 1D-LipCNNs Public

   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 o…

   Julia

4. QCs_MaxMin QCs_MaxMin Public

   MATLAB

5. 2D-LipCNNs 2D-LipCNNs Public

   This repository contains the code for the paper "Lipschitz-bounded neural networks via parameterization of dissipative layers". We train Lipschitz-bounded convolutional neural networks.

   Python 1