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03/06/2023
Convolutional Neural Networks as 2-D systems
This paper introduces a novel representation of convolutional Neural Net...
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11/28/2022
Lipschitz constant estimation for 1D convolutional neural networks
In this work, we propose a dissipativity-based method for Lipschitz cons...
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01/03/2022
Neural network training under semidefinite constraints
This paper is concerned with the training of neural networks (NNs) under...
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03/31/2021