Search Results for author: Donald C. Wunsch

Found 6 papers, 2 papers with code

CR-SAM: Curvature Regularized Sharpness-Aware Minimization

1 code implementation21 Dec 2023 Tao Wu, Tie Luo, Donald C. Wunsch

However, as training progresses, the non-linearity of the loss landscape increases, rendering one-step gradient ascent less effective.

LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate

1 code implementation20 Dec 2023 Tao Wu, Tie Luo, Donald C. Wunsch

The transferability of adversarial examples is of central importance to transfer-based black-box adversarial attacks.

Adversarial Robustness

GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty

no code implementations9 Jul 2023 Tao Wu, Tie Luo, Donald C. Wunsch

Adversarial examples (AE) with good transferability enable practical black-box attacks on diverse target models, where insider knowledge about the target models is not required.

Admiring the Great Mountain: A Celebration Special Issue in Honor of Stephen Grossbergs 80th Birthday

no code implementations26 Sep 2019 Donald C. Wunsch

This editorial summarizes selected key contributions of Prof. Stephen Grossberg and describes the papers in this 80th birthday special issue in his honor.

Neural Network Predictive Controller for Grid-Connected Virtual Synchronous Generator

no code implementations14 Aug 2019 Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch

In this paper, a neural network predictive controller is proposed to regulate the active and the reactive power delivered to the grid generated by a three-phase virtual inertia-based inverter.

Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators

no code implementations14 Aug 2019 Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch

In this paper a neural network heuristic dynamic programing (HDP) is used for optimal control of the virtual inertia based control of grid connected three phase inverters.

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