Search Results for author: Shankar A. Deka

Found 3 papers, 1 papers with code

Koopman-Based Neural Lyapunov Functions for General Attractors

1 code implementation23 Mar 2022 Shankar A. Deka, Alonso M. Valle, Claire J. Tomlin

Koopman spectral theory has grown in the past decade as a powerful tool for dynamical systems analysis and control.

Dynamically Computing Adversarial Perturbations for Recurrent Neural Networks

no code implementations7 Sep 2020 Shankar A. Deka, Dušan M. Stipanović, Claire J. Tomlin

Convolutional and recurrent neural networks have been widely employed to achieve state-of-the-art performance on classification tasks.

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